IJCNN 2021 Program

Time zone UTC + 1

Welcome: Welcome and Opening Address
Sunday, July 18, 8:00AM-8:15AM, Room: IJCNN Virtual Room 1, Chair: Zeng-Guang Hou, Xin Yao, Tianzi Jiang

Session S1: Artificial Intelligence and Security (AISE)
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 1, Chair: Pecori, Riccardo

8:15AM  

Word-Level Textual Adversarial Attack in the Embedding Space [#13]

 

Bin Zhu, Zhaoquan Gu, Yushun Xie, Danni Wu, Yaguan Qian and Le Wang

 

Guangzhou University, China; Zhejiang University of Science and Technology, China

8:35AM  

Generating Fake Cyber Threat Intelligence Using Transformer-Based Models [#702]

 

Priyanka Ranade, Aritran Piplai, Sudip Mittal, Anupam Joshi and Tim Finin

 

University of Maryland, Baltimore County, United States; University of North Carolina Wilmington, United States

8:55AM  

EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks [#1152]

 

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen and Xuyun Zhang

 

The University of Auckland, New Zealand; Southwest Jiaotong University, China; Macquarie University, New Zealand

9:15AM  

Identification of Adversarial Android Intents using Reinforcement Learning [#1510]

 

Hemant Rathore, Piyush Nikam, Sanjay K. Sahay and Mohit Sewak

 

BITS Pilani, India; Security & Compliance Research, Microsoft, India

9:35AM  

DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks [#1657]

 

Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera and Muhammad Shafique

 

Vienna University of Technology (TU Wien), Austria; Politecnico di Torino (PoliTo), Italy; New York University Abu Dhabi, United Arab Emirates

9:55AM  

Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis [#576]

 

Ori Or-Meir, Aviad Cohen, Yuval Elovici, Lior Rokach and Nir Nissim

 

Ben-Gurion University, Israel

Session S2: Healthcare Analytics: Improving Healthcare outcomes using Multimedia Data Analytics
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 2, Chair: Razzak, Imran

8:15AM  

A Comparative Study of Machine Learning and NLP Techniques for Uses of Stop Words by Patients in Diagnosis of Alzheimer's Disease [#825]

 

Surabhi Adhikari, Surendrabikram Thapa, Priyanka Singh, Huan Huo, Gnana Bharathy and Prasad Mukesh

 

Delhi Technological University, India; University of Technology Sydney, Australia

8:35AM  

Towards Predictive Analytics in Mental Health Care [#1193]

 

Amin Beheshti, Vahid Moraveji Hashemi and Shuang Wang

 

Macquarie University, Australia

8:55AM  

Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU [#1215]

 

Usman Naseem, Matloob Khushi, Jinman Kim and Adam G. Dunn

 

The University of Sydney, Australia

9:15AM  

A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer [#1281]

 

Pronab Ghosh, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman and Adnan Anwar

 

Daffodil International University, Bangladesh; Charles Darwin University, Australia; Ahsanullah University of Science & Technology,, Bangladesh; Deakin University, Australia

9:35AM  

DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images [#1572]

 

Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R Jackson, Johan Trygg, Rickard Sjoegren, Andreas Dengel and Sheraz Ahmed

 

DFKI, Germany; Sartorius, Sweden; Sartorius, United Kingdom

9:55AM  

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework [#1582]

 

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjogren, Johan Trygg, Andreas Dengel and Sheraz Ahmed

 

German Research Center for Artificial Intelligence (DFKI), 67663 Kaiserslautern, Germany, Germany; Sartorius Corporate Research, Sartorius Stedim Cellca GmbH, 89081 Ulm, Germany, Germany; Sartorius Corporate Research, Sartorius Stedim Cellca GmbH, 89081 Ulm, Germany, France; Sartorius Corporate Research, Sartorius Stedim Cellca GmbH, 89081 Ulm, Germany, Sweden; Sartorius Corporate Research, Sartorius Stedim Data Analytics, 90333 Umea, Sweden, Sweden

Session S3: Adversarial Machine Learning and Cyber Security
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 3, Chair: Liu, Wei

8:15AM  

Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces [#1713]

 

Chaofei Yang, Leah Ding, Yiran Chen and Hai Li

 

Duke University, United States; American University, United States

8:35AM  

ADVERSARIALuscator: An Adversarial-DRL based Obfuscator and Metamorphic Malware Swarm Generator [#236]

 

Mohit Sewak, Sanjay K. Sahay and Hemant Rathore

 

Microsoft, India; BITS Pilani, India

8:55AM  

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images [#468]

 

Camilo Pestana, Naveed Akhtar, Wei Liu, David Glance and Ajmal Mian

 

The University of Western Australia, Australia

9:15AM  

Efficient Adversarial Defense without Adversarial Training A Batch Normalization Approach [#585]

 

Yao Zhu, Xiao Wei and Yue Zhu

 

Zhejiang University, China; Tsinghua University, China; Dalian Neusoft University of Information, China

9:35AM  

Digital Watermark Perturbation for Adversarial Examples to Fool Deep Neural Networks [#679]

 

Shiyu Feng, Feng Feng, Xiao Xu, Zheng Wang, Yining Hu and Lizhe Xie

 

Southeast University, China; Nanjing Medical University, China

9:55AM  

The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? [#1460]

 

Antonio Emanuele Cina', Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli and Marcello Pelillo

 

Ca' Foscari University of Venice, Italy; University of Cagliari, Italy

Session S4: Representation Learning for Audio, Speech, and Music Processing
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 4, Chair: Drossos, Konstantinos

8:15AM  

Hierarchical disentangled representation learning for singing voice conversion [#212]

 

Naoya Takahashi, Kumar Singh Singh and Yuki Mitsufuji

 

Sony, Japan

8:35AM  

Cross-Modal Music-Video Recommendation: A Study of Design Choices [#247]

 

Laure Pretet, Gael Richard and Geoffroy Peeters

 

Telecom Paris / Bridge.audio, France; LTCI, Telecom Paris, Institut Polytechnique de Paris, France

8:55AM  

Revisiting the Onsets and Frames Model with Additive Attention [#592]

 

Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos and Dorien Herremans

 

Singapore University of Technology and Design, Singapore; Queen Mary University of London, United Kingdom

9:15AM  

Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection [#723]

 

Kevin Wilkinghoff

 

Fraunhofer Institute for Communication, Information Processing and Ergonomics FKIE, Germany

9:35AM  

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation [#730]

 

Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada and Kunio Kashino

 

NTT Corporation, Japan

9:55AM  

MusCaps: Generating Captions for Music Audio [#1000]

 

Ilaria Manco, Emmanouil Benetos, Elio Quinton and Gyorgy Fazekas

 

Queen Mary University of London, United Kingdom; Universal Music Group, United Kingdom

Session S24: Data Analytics and Computation Intelligence for Internet of Everything
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 5, Chair: Prasad, Mukesh

8:15AM  

Deep-Attention Model to Analyze Reliable Customers via Federated Learning [#861]

 

Usman Ahmed, Jerry Chun-Wei Lin and Gautam Srivastava

 

Western Norway University of Applied Sciences, Norway; Brandon University, Canada

8:35AM  

Identifying DNS Exfiltration based on Lexical Attributes of Query Name [#1359]

 

Iram Jawad, Jawad Ahmed, Imran Razzak and Robin Doss

 

School of Information Technology, Deakin University, Geelong, Australia., Australia; School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia., Australia

8:55AM  

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. [#1475]

 

Dominique Mercier, Andreas Dengel and Sheraz Ahmed

 

German Research Center for Artificial Intelligence GmbH (DFKI), Germany

9:15AM  

UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System [#1817]

 

Md Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca and Guandong Xu

 

Advanced Analytics Institute (AAi), University of Technology Sydney, Australia; School of Information Technology, Deakin University, Australia; School of Computer Science, University of Technology Sydney, Australia; OnePath Life Insurance, Australia

9:35AM  

Zero-shot learning compound fault diagnosis of bearings [#945]

 

Juan Xu, Long Zhou, Weihua Zhao, Yuqi Fan and Xu Ding

 

Hefei University of Technology, China; Luoyang Bearing Research Institute Co. Ltd, China

9:55AM  

Unsupervised heterogeneous transfer fault diagnosis based on graph Laplacian common subspace [#693]

 

Zhanfeng Xu, Juan Xu, Liping Chai, Weihua Zhao and Yuqi Fan

 

Hefei University of Technology, China; Luoyang Bearing Research Institute Co., Ltd, China

Session S6: Randomization-Based Deep and Shallow Learning Algorithms
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 6, Chair: Suganthan, Ponnuthurai Nagaratnam

8:15AM  

Random Vector Functional Link Networks for Road Traffic Forecasting: Performance Comparison and Stability Analysis [#330]

 

Eric L. Manibardo, Ibai Lana and Javier Del Ser

 

TECNALIA, Basque Research and Technology Alliance (BRTA), Spain

8:35AM  

Co-Trained Random Vector Functional Link Network [#486]

 

M.A. Ganaie, M. Tanveer and P.N. Suganthan

 

Indian Institute of Technology Indore, India; Nanyang Technological University, Singapore, Singapore

8:55AM  

Automated Threat Objects Detection with Synthetic Data for Real-Time X-ray Baggage Inspection [#856]

 

Kunal Chaturvedi, Ali Braytee, Dinesh Kumar Vishwakarma, Muhammad Saqib, Domingo Mery and Mukesh Prasad

 

Delhi Technological University, India; Univeristy of Technology Sydney, Australia, Australia; Pontificia Universidad Catolica de Chile, Chile

9:15AM  

Zero-Shot Learning with Missing Attributes using Semantic Correlations [#872]

 

Ali Braytee, Mohamad Naji, Ali Anaissi, Kunal Chaturvedi and Mukesh Prasad

 

University of Technology Sydney, Australia; The University of Sydney, Australia; Delhi Technological University, India

9:35AM  

Asynchronous Decentralized Learning of Randomization-Based Neural Networks [#1714]

 

Xinyue Liang, Alireza M. Javid, Mikael Skoglund and Saikat Chatterjee

 

KTH Royal Institute of Technology, Sweden

9:55AM  

An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium [#2018]

 

Asma Aftab, Imran Razzak, Ibrahim Shapiai and Riyadh Alshammari

 

UTM Malaysia, Malaysia; Deakin University, Australia; Center of AI, Saudi Arabia

Session S7: Online Intelligence And Trust Computation In Large-Scale Dynamic Networks
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 7, Chair: Wu, Jia

8:15AM  

Heterogeneous Graph Embedding Based on Edge-aware Neighborhood Convolution [#183]

 

Hui Chen, Cangqi Zhou, Jing Zhang and Qianmu Li

 

Nanjing University of Science and Technology, China

8:35AM  

Siamese Guided Anchoring Network for Visual Tracking [#186]

 

Yifei Zhou, Jing Li, Jun Chang, Yafu Xiao, Jun Wan and Hang Sun

 

Wuhan University, China; Shenzhen University, China; China Three Gorges University, China

8:55AM  

Relevance-Aware Anomalous Users Detection in Social Network via Graph Neural Network [#221]

 

Yangyang Li, Yipeng Ji, Shaoning Li, Shulong He, Yinhao Cao, Yifeng Liu, Hong Liu, Xiong Li, Jun Shi and Yangchao Yang

 

National Engineering Laboratory for Public Safety Risk Perception and Control by Big Data, Beijing 100041, China., China; School of Computer Science and Engineering, China; School of Cyber Science and Technology, Beihang Universty, Beijing 100191, China, China; National Computer Network Emergency Response Technical Team of China (CNCERT), China; School of Software Engineering, East China Normal University; Shanghai Trusted Industrial Control Platform Co., Lt, Shanghai 200062;, China; Beijing Bitcat Technology Co., Ltd., Beijing, China; Shenzhen CyberAray Network Technology Co., Ltd, CETC, China

9:15AM  

Social Trust Network Embedding with Hash and Graphlet [#261]

 

Zongzhao Xie and Wenbin Hu

 

School of Computer Science, Wuhan University; Shenzhen Research Institute, Wuhan University, China; School of Computer Science, Wuhan University;Shenzhen Research Institute, Wuhan University, China

9:35AM  

Disk Failure Prediction with Multiple Channel Convolutional Neural Network [#831]

 

Wu Jian, Yu Haiyang, Yang Zhen and Yin Ruiping

 

Beijing University of Technology, China

9:55AM  

RLCC: Practical Learning-based Congestion Control for the Internet [#949]

 

Xia Zhenchang, Wu Jinxin, Wu Libing, Yuan Jichao, Zhang Jingzhi, Li Jianxin and Wu Dan

 

School of Computer Science, Wuhan University, China; School of Computer Science, University of Sydney, Australia; School of Mathematics and Statistics, Wuhan University, China; School Information Technology, Deakin University, Australia; School of Computer Science, University of Windsor, China

Session S10: Evolving Machine Learning and Deep Learning Models for Computer Vision
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 8, Chair: Zhang, Li

8:15AM  

Learning structure-aware semantic segmentationwith image-level supervision [#691]

 

Jiawei Liu, Jing Zhang, Yicong Hong and Nick Barnes

 

Australian National University, Australia

8:35AM  

NIR-VIS Heterogeneous Face Synthesis via Enhanced Asymmetric CycleGAN [#562]

 

Yinghui Zhang, Chun Liu, Bo Sun, Jun He and Lejun Yu

 

Beijing Normal University, China

8:55AM  

Autonomous Deep Quality Monitoring in Streaming Environments [#9]

 

Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer and Edward Yapp Kien Yee

 

SCSE, Nanyang Technological University, Singapore; SCSE, Nanyang Technological University, Australia; Johannes Kepler University, Linz, Austria; SIMTech, A*Star, Singapore

9:15AM  

An Interactive Evolution Strategy based Deep Convolutional Generative Adversarial Network for 2D Video Game Level Procedural Content Generation [#1538]

 

Ming Jiang and Li Zhang

 

School of Computer Science, University of Sunderland, United Kingdom; National Subsea Centre, United Kingdom

9:35AM  

Deep Recurrent Neural Networks with Attention Mechanisms for Respiratory Anomaly Classification [#505]

 

Conor Wall, Li Zhang, Yonghong Yu and Kamlesh Mistry

 

Northumbria University, United Kingdom; Robert Gordon University, United Kingdom; Nanjing University of Posts and Telecommunications, China

9:55AM  

PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment [#391]

 

Sian-Yao Huang and Wei-Ta Chu

 

National Cheng Kung University

Plenary Poster Session I1: Neural Network Models
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 9, Chair: William Taylor-Melanson

P101  

Learning the Features ignored by Classification Models using Staged Modeling Variational Autoencoder [#1619]

 

Zhihui Ruan and Jianwei Zhang

 

School of Computer Science and Engineering South China University of Technology, China

P102  

A Novel Feature Importance Based Layer to Improve Neural Networks [#1662]

 

Mohammed Baydoun and Hassan Ghaziri

 

Beirut Research and Innovation Center, Lebanon

P103  

Integrated Optimization Method of Hidden Parameters in Incremental Extreme Learning Machine [#459]

 

Siyuan Zhang and Linbo Xie

 

School of Internet of Things Engineering Jiangnan University, China

P104  

Pruning Broad Learning System based on Adaptive Feature Evolution [#697]

 

Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi and C. L. Philip Chen

 

South China University of Technology, China; Zhejiang University, China

P105  

Feedforward Neural Network Based on Nonmonotone Conjugate Gradient Method for Multiple Classification [#1777]

 

Pengcheng Wan, Yuechen Mu, Wei Xue, Qiao Li, Tao Tao and Wensheng Zhang

 

Anhui University of Technology, China; Michigan State University, United States; Chinese Academy of Sciences, China

P106  

A Study of Local Optima for Learning Feature Interactions using Neural Networks [#1102]

 

Yangzi Guo, Ying Nian Wu and Adrian Barbu

 

Florida State University, United States; University of California, Los Angeles, United States

P107  

Learning Effective Discriminative Features with Differentiable Magnet Loss [#464]

 

Xiaojing Zhang, Lin Wang and Bo Yang

 

Shandong Provincial Key Laboratory of Network Based Intelligent Computing,University of Jinan, China

P108  

Attack-Guided Efficient Robustness Verification of ReLU Neural Networks [#962]

 

Yiwei Zhu, Feng Wang, Wenjie Wan and Min Zhang

 

East China Normal University, China; Beijing Institute of System Engineering, China

P109  

Heuristic Search for Activation Functions of Neural Networks Based on Gaussian Processes [#580]

 

Xinxing Shi, Jialin Chen and Lingli Wang

 

Fudan University, China

P110  

Vision-and-Dialog Navigation by Fusing Cross-modal features [#552]

 

HongXu Nie, Min Dong and Sheng Bi

 

South China University of Technology, China

P111  

End-to-end spoofing speech detection and knowledge distillation under noisy conditions [#1227]

 

Pengfei Liu, Zhenchuan Zhang and Yingchun Yang

 

Zhejiang University(ZJU), China

P112  

A Light Ranker for Open-Domain Question Answering [#1112]

 

Boyu Qiu, Jungang Xu, Xu Chen and Yingfei Sun

 

University of Chinese Academy of Sciences, China

P113  

Volume-preserving Recurrent Neural Networks (VPRNN) [#1053]

 

William Taylor-Melanson, Gordon MacDonald and Andrew Godbout

 

University of Prince Edward Island, Canada

P114  

MKE Scheme for Planning and Control of Dual-arm Robotic System Aided with Recurrent Neural Networks [#1122]

 

Fan Jialiang, Liu Mei and Li Shuai

 

Lanzhou University, China

Plenary Poster Session I2: Neural Network Models
Sunday, July 18, 8:15AM-10:15AM, Room: IJCNN Virtual Room 10, Chair: Ka-Hou Chan

P301  

A Self-Weighting Module to Improve Sentiment Analysis [#839]

 

Ka-Hou Chan, Sio-Kei Im and Yunfeng Zhang

 

Macao Polytechnic Institute, China

P302  

Organization Component Analysis: The method for extracting insights from the shape of cluster [#842]

 

Kaveh Mahdavi, Jesus Labarta Mancho and Judit Gimenez Lucas

 

Barcelona Supercomputing Center, Spain

P303  

Extracting Temporal Correlations Using Hierarchical Spatio-Temporal Feature Maps [#1514]

 

Amrutha Machireddy, Prayag Gowgi and Shayan Srinivasa Garani

 

Indian Institute of Science, India

P304  

An Adaptive Resonance Theory-based Neural Network for Autonomous Learning via Iterative Knowledge Redescription [#542]

 

Gusztav Bartfai

 

Pazmany Peter Catholic University, Hungary

P305  

ScreenSeg: On-Device Screenshot Layout Analysis [#1611]

 

Manoj Goyal, Rachit S Munjal, Sukumar Moharana, Deepak Garg, Debi Prasanna Mohanty and Siva Prasad Thota

 

Samsung Research, India

P306  

Temporal Pattern Coding in Deep Spiking Neural Networks [#35]

 

Bodo Rueckauer and Shih-Chii Liu

 

University of Zurich and ETH Zurich, Switzerland

P307  

Temporal Dependent Local Learning for Deep Spiking Neural Networks [#868]

 

Chenxiang Ma, Junhai Xu and Qiang Yu

 

Tianjin University, China

P308  

A Deep Spike Learning through Critical Time Points [#860]

 

Chenxiang Ma, Junhai Xu and Qiang Yu

 

Tianjin University, China

P309  

An SNN-Based and Neuromorphic-Hardware-Implementable Noise Filter with Self-adaptive Time Window for Event-Based Vision Sensor [#319]

 

Kanglin Xiao, Xiaoxin Cui, Kefei Liu, Xiaole Cui and Xin'an Wang

 

Key Laboratory of Integrated Microsystems, Peking University Shenzhen Graduate School, Key Laboratory of Microelectronics Devices and Circuits (MOE), Institute of Microelectronics, Peking University, China; Key Laboratory of Microelectronics Devices and Circuits (MOE), Institute of Microelectronics, Peking University, China; Key Laboratory of Integrated Microsystems, Peking University Shenzhen Graduate School, China

P310  

A Biologically Plausible Audio-Visual Integration Model for Continual Learning [#967]

 

Wenjie Chen, Fengtong Du, Ye Wang and Lihong Cao

 

Communication University of China, China

P311  

CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor [#1680]

 

Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera and Muhammad Shafique

 

Politecnico di Torino (PoliTo), Italy; Vienna University of Technology (TU Wien), Austria; New York University Abu Dhabi, United Arab Emirates

P312  

Systolic-Array Spiking Neural Accelerators with Dynamic Heterogeneous Voltage Regulation [#1704]

 

Jeong-Jun Lee, Jianhao Chen, Wenrui Zhang and Peng Li

 

University of California Santa Barbara, United States; Texas A&M University, United States

P313  

Forecasting COVID-19 pandemic using an echo state neural network-based framework [#940]

 

Jose Henrique Kleinubing Larcher, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho and Viviana Cocco Mariani

 

Pontifical Catholic University of Parana (PUCPR), Brazil; Federal University of Technology - Parana (UTFPR), Brazil

P314  

Of Non-Linearity and Commutativity in BERT [#483]

 

Sumu Zhao, Damian Pascual, Gino Brunner and Roger Wattenhofer

 

ETH Zurich, Switzerland

P315  

A Stabilized Dense Network Approach for High-Dimensional Prediction [#263]

 

Wenjing Yang and Yuhong Yang

 

University of Minnesota, United States

Plenary Talk PleSun1: Marios M. Polycarpou
Sunday, July 18, 10:30AM-11:30AM, Room: IJCNN Virtual Room 1, Chair: Zeng-Guang Hou

Plenary Talk PleSun2: Active Inference, Professor Karl J. Friston
Sunday, July 18, 11:30AM-12:30PM, Room: IJCNN Virtual Room 1, Chair: Barbara Hammer

Session S11: AutoML and its applications in Deep Learning
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 1, Chair: Zhang, Miao

1:00PM  

Evolutionary NAS in Light of Model Stability for Accurate Continual Learning [#180]

 

Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu and Yu Cao

 

Arizona State University, United States; Oak Ridge National Lab, United States

1:20PM  

A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost [#1274]

 

Luis Ferreira, Andre Pilastri, Carlos Manuel Martins, Pedro Miguel Pires and Paulo Cortez

 

EPMQ - IT, CCG ZGDV Institute, ALGORITMI Center, University of Minho, Portugal; EPMQ - IT, CCG ZGDV Institute, Portugal; WeDo Technologies, Portugal; ALGORITMI Center, Dep. Information Systems, University of Minho, Portugal

1:40PM  

SSRNAS: Search Space Reduced One-shot NAS by a Recursive Attention-based Predictor with Cell Tensor-flow Diagram [#1792]

 

Yue Liu, Kai Zhu and Zitu Liu

 

Shanghai University, China

2:00PM  

Interactive Quantum Classifier Inspired by Quantum Open System Theory [#531]

 

Junwei Zhang, Zhao Li, Ruifang He, Ji Zhang, Biao Wang, Zhaolin Li and Tianyuan Niu

 

Tianjin University, China; Alibaba Group, China; School of Sciences, The University of Southern Queensland, Australia; Zhejiang Lab, China; Tianjin Xiniu Huaan Technology Co., Ltd, China

2:20PM  

Angular Triplet Loss-based Camera Network for ReID [#325]

 

Yitian Li, Ruini Xue, Mengmeng Zhu, Jing Xu and Zenglin Xu

 

University of Electronic Science and Technology of China, China

2:40PM  

Lane Intrusion Behaviors Dataset: Action Recognition in Real-world Highway Scenarios for Self-driving [#1850]

 

Lu Hongchao, Deng Zhidong and Zhang Ruiwen

 

Tsinghua University, China

Session S2a: Healthcare Analytics: Improving Healthcare outcomes using Multimedia Data Analytics
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 2, Chair: Razzak, Imran

1:00PM  

On-Chip Machine Learning for Portable Systems: Application to Electroencephalography-based Brain-Computer Interfaces [#1693]

 

Marcos Fabietti, Mufti Mahmud and Ahmad Lotfi

 

Dept of Computing & Technology, School of Science and Technology, Nottingham Trent University, United Kingdom; Dept of Computing & Technology, School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom

1:20PM  

Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis [#1824]

 

Sadia Jahan, Md Rafiqul Islam, Khan Md. Hasib, Usman Naseem and Md. Saiful Islam

 

Department of CSE, City University, Bangladesh; Advanced Analytics Institute (AAi), University of Technology Sydney, Australia; Department of CSE, Ahsanullah University of Science and Technology, Bangladesh; School of Computer Science, University of Sydney, Australia; School of Information and Communication Technology, Griffith University, Australia

1:40PM  

Summary2vec: Learning Semantic Representation of Summaries for Healthcare Analytics [#1907]

 

Samira Ghodratnama, Mehrdad Zakershahrak and Amin Behehsti

 

Macquarie Univeristy, Australia; Arizona State University, United States

2:00PM  

Fall detection with accelerometer data using Residual Networks adapted to multi-variate timeseries classification [#611]

 

Amrutha Ramanathan and James McDermott

 

National University of Ireland, Galway, Ireland

2:20PM  

A Large-Scale Dataset for Motivational Dialogue System : An Application of Natural Language Generation to Mental Health [#1547]

 

Tulika Saha, Saraansh Chopra, Sriparna Saha, Pushpak Bhattacharyya and Pankaj Kumar

 

IIT Patna, India; AIIMS Patna, India

2:40PM  

Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks [#1816]

 

Sabrina S. Panceri, Filipe Mutz, Vinicius B. Cardoso, Raphael V. Carneiro, Thiago Oliveira-Santos, Claudine Badue and Alberto F. De Souza

 

IFES, Brazil; UFES, Brazil

Session S3a: Adversarial Machine Learning and Cyber Security
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 3, Chair: Liu, Wei

1:00PM  

Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models [#2008]

 

Muhammad Umer and Robi Polikar

 

Rowan University, United States

1:20PM  

Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants [#480]

 

Ishai Rosenberg, Asaf Shabtai, Yuval Elovici and Lior Rokach

 

Ben-Gurion University of the Negev, Israel

1:40PM  

SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain [#328]

 

Paula Harder, Franz-Josef Pfreundt, Margret Keuper and Janis Keuper

 

Competence Center High Performance Computing, Fraunhofer ITWM, Germany; Data and Web Science Group, University of Mannheim, Germany; Institute for Machine Learning and Analytics (IMLA), Offenburg University, Germany

2:00PM  

Bolstering Adversarial Robustness with Latent Disparity Regularization [#1732]

 

David Schwartz and Gregory Ditzler

 

University of Arizona, United States

2:20PM  

Constraining Logits by Bounded Function for Adversarial Robustness [#161]

 

Kanai Sekitoshi, Yamada Masanori, Yamaguchi Shin'ya, Takahashi Hiroshi and Ida Yasutoshi

 

NTT, Japan

2:40PM  

An Adversarial Neural Cryptography Approach to Integrity Checking: Learning to Secure Data Communications [#1066]

 

Korn Sooksatra and Pablo Rivas

 

Baylor University, United States

Session S4a: Representation Learning for Audio, Speech, and Music Processing
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 4, Chair: Drossos, Konstantinos

1:00PM  

A Modulation Front-End for Music Audio Tagging [#1643]

 

Cyrus Vahidi, Charalampos Saitis and Gyorgy Fazekas

 

Queen Mary University of London, United Kingdom

1:20PM  

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure [#1891]

 

Zixun Guo, Makris Dimos and Herremans Dorien

 

Singapore University of Technology and Design, Singapore

1:40PM  

Large-scale singer recognition using deep metric learning: an experimental study [#1967]

 

Shichao Hu, Beici Liang, Zhouxuan Chen, Xiao Lu, Ethan Zhao and Simon Lui

 

QQ Music BU, Tencent Music Entertainment (TME), China

2:00PM  

Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework [#1885]

 

Dimos Makris, Kat Agres and Dorien Herremans

 

Singapore University of Technology and Design, Singapore; National University of Singapore, Singapore

2:20PM  

Deep Recurrent Interpolation Networks for Anomalous Sound Detection [#1282]

 

Robert Mueller, Steffen Illium and Claudia Linnhoff-Popien

 

LMU Munich, Germany

2:40PM  

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer [#1542]

 

Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz and Moncef Gabbouj

 

Tampere University, Finland; Finnish Environment Institute, Finland; Aarhus University, Denmark; Qatar University, Qatar

Session S25: Feature Extraction and Learning on Image and Text Data
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 5, Chair: Prasad, Mukesh

1:00PM  

Fuzzy Deep Q-learning Task Offloading in Delay Constrained Vehicular Fog Computing [#1782]

 

Bao Son Do, Tri An Vu, Thu Hai Trinh, Binh Minh Nguyen, Phi Le Nguyen and Huynh Thi Thanh Binh

 

Hanoi University of Science and Technology, Viet Nam

1:20PM  

SPAD+: An Improved Probabilistic Anomaly Detector based on One-dimensional Histograms [#1291]

 

Sunil Aryal, Arbind Agrahari Baniya, Imran Razzak and Kc Santosh

 

Deakin University, Australia; University of South Dakota, United States

1:40PM  

Exploit a Multi-head Reference Graph for Semi-supervised Relation Extraction [#527]

 

Wanli Li, Tieyun Qian, Xu Chen, Kejian Tang, Shaohui Zhan and Tao Zhan

 

Wuhan University, China; State Grid Corporation of China, China

2:00PM  

Global Object Proposals for Improving Multi-Sentence Video Descriptions [#722]

 

Chandresh Shambhubhai Kanani, Sriparna Saha and Pushpak Bhattacharyya

 

Indian Institute of Technology, Patna, India

2:20PM  

DAAB: Deep Authorship Attribution in Bengali [#780]

 

Atish Kumar Dipongkor, Md. Saiful Islam, Humayun Kayesh, Md Shafaeat Hossain, Adnan Anwar, Khandaker Abir Rahman and Imran Razzak

 

Jashore University of Science and Technology, Bangladesh; Griffith University, Australia; Southern Connecticut State University, United States; Deakin University, Australia; Saginaw Valley State University, United States

2:40PM  

Network-Aware SDN Load Balancer with Deep Active Learning based Intrusion Detection Model [#857]

 

Usman Ahmed, Jerry Chun-Wei Lin and Gautam Srivastava

 

Western Norway University of Applied Sciences, Norway; Brandon University, Canada

Session S6a: Randomization-Based Deep and Shallow Learning Algorithms
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 6, Chair: Suganthan, Ponnuthurai Nagaratnam

1:00PM  

Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression [#1630]

 

Grzegorz Dudek

 

Czestochowa University of Technology, Poland

1:20PM  

Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks [#1964]

 

Antonello Rosato, Massimo Panella and Denis Kleyko

 

University of Rome ``La Sapienza'', Italy; Research Institutes of Sweden, Sweden

1:40PM  

Random deep neural network for melanoma recognition [#1349]

 

Bartosz Swiderski, Stanislaw Osowski, Pawel Olszewski, Lukasz Gielata, Monika Slowinska and Iwona Lugowska

 

University of Life Sciences, Warsaw, Poland; Warsaw University of technology, Military University of Technology, Poland; Warsaw University, Poland; Central Clinical Hospital, Warsaw, Poland; National Research Institute of Oncology, Warsaw, Poland

2:00PM  

A Blockwise Embedding for Multi-Day-Ahead Prediction of Energy Time Series by Randomized Deep Neural Networks [#1935]

 

Francesco Di Luzio, Antonello Rosato, Federico Succetti and Massimo Panella

 

University of Rome "La Sapienza", Italy

2:20PM  

Jitter: Random Jittering Loss Function [#1379]

 

Zhicheng Cai, Chenglei Peng and Sidan Du

 

Nanjing University, China; NanJing University, China

2:40PM  

Resource Efficient Mountainous Skyline Extraction using Shallow Learning [#253]

 

Touqeer Ahmad, Ebrahim Emami, Martin Cadik and George Bebis

 

University of Colorado Colorado Springs, United States; University of Nevada, Reno, United States; Brno University of Technology, Czech Republic

Session S7a: Online Intelligence And Trust Computation In Large-Scale Dynamic Networks
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 7, Chair: Wu, Jia

1:00PM  

Author Name Disambiguation Using Multiple Graph Attention Networks [#950]

 

Zhang Zhiqiang, Wu Chunqi, Li Zhao, Peng Juanjuan, Wu Haiyan, Song Haiyu and Wang Biao

 

Zhejiang University of Finance and Economics, China; Alibaba Group, China; Zhejiang Lab, China

1:20PM  

Robust Deep Multi-task Learning Framework for Cancer Survival Analysis [#1617]

 

Yun Shuang, Du Bo and Mao Yuren

 

Wuhan University, China; University of New South Wales, Australia

1:40PM  

Ontological Concept Structure Aware Knowledge Transfer for Inductive Knowledge Graph Embedding [#1808]

 

Chao Ren, Le Zhang, Lintao Fang, Tong Xu, Zhefeng Wang, SenChao Yuan and Enhong Chen

 

University of Science and Technology of China, China; Huawei Technologies, China

2:00PM  

Attention-Based Graph Neural Network for News Recommendation [#899]

 

Zhenyan Ji, Mengdan Wu, Jirui Liu and Jose Enrique Armendariz-Inigo

 

Beijing Jiaotong University, China; Experimental High School attached to Beijing Normal University, China; Public University of Navarre, Spain

2:20PM  

Interpreting Node Embedding with Text-labeled Graphs [#1236]

 

Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tino and Xin Yao

 

NEC Laboratories Europe, Germany; University of Birmingham, United Kingdom; Southern University of Science and Technology, China

2:40PM  

Revisit the Scalability of Deep Auto-Regressive Models for Graph Generation [#210]

 

Yang Shuai, Shen Xipeng and Lim Seung-Hwan

 

North Carolina State University, United States; Oak Ridge National Laboratory, United States

Session S12: Deep Learning for Financial Data Analysis
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 8, Chair: Iosifidis, Alexandros

1:00PM  

Deep Learning Post-Earnings-Announcement Drift [#275]

 

Zhengxin Ye and Bjorn Schuller

 

IMPERIAL COLLEGE LONDON, United Kingdom

1:20PM  

Industry Chain Graph Building Based on Text Semantic Association Mining [#2000]

 

Jipeng Li, Yujing Sun, Chenhui Li, Yanpeng Hu and Changbo Wang

 

East China Normal University, China; Shanghai Chinafortune Co., Ltd, China

1:40PM  

Layer Flexible Adaptive Computation Time [#18]

 

Lida Zhang, Abdolghani Ebrahimi and Diego Klabjan

 

dept. Computer Science & Engineering, Texas A&M University, United States; dept. Industrial Engineering, Northwestern University, United States

2:00PM  

A Trend-aware Investment Target Recommendation System with Heterogeneous Graph [#1911]

 

Miao Chen, Chao Wang, Chuan Qin, Tong Xu, Jianhui Ma, Enhong Chen and Hui Xiong

 

University of Science and Technology of China, China; Baidu Talent Intelligence Center, Baidu Inc., China; Rutgers, The State University of New Jerse, United States

2:20PM  

Multi-class mobile money service financial fraud detection by integrating supervised learning with adversarial autoencoders [#1752]

 

Julio Cezar Soares Silva, David Lopes de Macedo, Cleber Zanchettin, Adriano Lorena Inacio de Oliveira and Adiel Teixeira de Almeida-Filho

 

Universidade Federal de Pernambuco, Brazil

2:40PM  

Stock Movement Prediction on Ex-Dividend Day Using Event Specific Features and Machine Learning Techniques [#233]

 

Suman Saha, Junbin Gao and Richard Gerlach

 

The University of Sydney, Australia

Plenary Poster Session I3: Deep neural networks
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 9, Chair: Yuehong Wu

P501  

Dual Sequential Recommendation Integrating High-order Collaborative Relations via Graph Attention Networks [#32]

 

Yuehong Wu and Juan Yang

 

Beijing University of Posts and Telecommunications, China

P502  

Neural Architecture Search Based on Evolutionary Algorithms with Fitness Approximation [#1450]

 

Chao Pan and Xin Yao

 

Southern University of Science and Technology, China

P503  

A Feature Aggregation Hourglass Network for Human Pose Estimation [#556]

 

Fan Lu and Yan Yang

 

School of Computing and Artificial Intelligence, Southwest Jiaotong University, China

P504  

Multi-Modal Multi-Instance Multi-Label Learning with Graph Convolutional Network [#968]

 

Cheng Hang, Wei Wang and De-Chuan Zhan

 

Nanjing University, China

P505  

SimDet: Cross Similarity Attention for One-shot Object Detection [#883]

 

Rujia Cai, Yingjie Qin, Lizhe Qi and Yunquan Sun

 

Academy for Engineering and Technology, Fudan University, China

P506  

MLFF: A Object Detector based on a Multi-Layer Feature Fusion [#1165]

 

Panyu Peng, Yong Liu and Xingfeng Lv

 

Heilongjiang University, China

P507  

Batch Part-mask Network for person re-identification [#1320]

 

Songyu Chang, Canlong Zhang and Zhixin Li

 

Guangxi normal university, China; Guangxi Normal University, China

P508  

TransVAE: A Novel Variational Sequence-to-Sequence Framework for Semi-supervised Learning and Diversity Improvement [#812]

 

Xinyi Wang, Tianxiang Hu, Xingzhang Ren, Jinan Sun, Kai Liu and Minghui Zhang

 

National Engineering Research Center for Software Engineering, Peking University, China; School of Computing, Clemson University, United States; Handan Institute of Innovation, Peking University, China

P509  

EACoupledCF: An Enhanced Attention-based Coupled Collaborative Filtering Approach for Recommendation [#348]

 

Zhang Feng, Meng Xiangfu, Chai Ruimin and Zhang Quangui

 

College of Electronic and Information Engineering Liaoning Technical University, China

P510  

Multi-view Defense with Adversarial Autoencoders [#1103]

 

Xuli Sun and Shiliang Sun

 

East China Normal University, China

P511  

DCEN: A Decoupled Context Enhanced Network For Few-shot Slot Tagging [#1174]

 

Youliang Yuan, Min Peng, Jiaxin Pan, Xu Jia and Luchen Liu

 

Wuhan University, China; Institute of Information Engineering, Chinese Academy of Sciences, China

P512  

An Efficient Method to Measure Robustness of ReLU-Based Classifiers via Search Space Pruning [#1402]

 

Xinping Wang, Liangyu Chen, Tong Wang, Mingang Chen and Min Zhang

 

East China Normal University, China; Beijing Institute of System Engineering, China; Shanghai Development Center of Computer Software Technology, China

P513  

Hiding All Labels for Multi-label Images: An Empirical Study of Adversarial Examples [#1887]

 

Nan Zhou, Wenjian Luo, Jiajia Zhang, Linghao Kong and Hongwei Zhang

 

University of Science and Technology of China, China; Harbin Institute of Technology, China

P514  

On the Spatial Attention in Spatio-Temporal Graph Convolutional Networks for Skeleton-Based Human Action Recognition [#1535]

 

Negar Heidari and Alexandros Iosifidis

 

Aarhus University, Denmark

Plenary Poster Session I4: Deep neural networks
Sunday, July 18, 1:00PM-3:00PM, Room: IJCNN Virtual Room 10, Chair: Tao Ji'an

P701  

Scene-Perception Graph Convolutional Networks for Human Action Prediction [#520]

 

Ji'an Tao, Lu Xu, Xinyan Ma, Jianyu Yan and Kuizhi Mei

 

Xi'an Jiaotong University, China

P702  

A Framework for Asymmetrical DNN Modularization for Optimal Loading [#2029]

 

Brijraj Singh, Yash Jain, Mayukh Das and Praveen Doreswamy Naidu

 

Samsung Research Institute Bangalore, India, India

P703  

PHGNN: Position-aware Graph Neural Network for Heterogeneous Graph Embedding [#517]

 

Hangjun Yang, Linsen Li, Lingxuan Zhang, Junhua Tang and Zhongwei Chen

 

Shanghai Jiao Tong University, China

P704  

Hybrid and non-uniform quantization methods using retro synthesis data for efficient inference [#2026]

 

Tejpratap Gvsl, Raja Kumar and Pradeep Ns

 

Samsung Research Institute, India

P705  

Channel Pruning via Multi-Criteria based on Weight Dependency [#1849]

 

Yangchun Yan, Rongzuo Guo, Chao Li, Kang Yang and Yongjun Xu

 

College of Computer Science, Sichuan Normal University, China; Institute of Computing Technology, Chinese Academy of Sciences, China

P706  

An Empirical Comparison of Quantization, Pruning and Low-rank Neural Network Compression using the LC Toolkit [#1956]

 

Yerlan Idelbayev and Miguel A. Carreira-Perpinan

 

University of California, Merced, United States

P707  

A Bayesian approach to Expert Gate Incremental Learning [#818]

 

Valerio Mieuli, Francesco Ponzio, Alessio Mascolini, Enrico Macii, Elisa Ficarra and Santa Di Cataldo

 

Politecnico di Torino, Italy

P708  

A Novel Bi-Branch Graph Convolutional Neural Network for Aspect Level Sentiment Classification [#946]

 

Bingliang Chen, Guojun Lu, Yun Xue and Qianhua Cai

 

School of Physics and Telecommunication Engineering in South China Normal University, China

P709  

Sequence Contained Heterogeneous Graph Neural Network [#1178]

 

Shanshan Zhang, Tiancheng Huang and Donglin Wang

 

Westlake University, China; Zhejiang University, China

P710  

Bridging the Gap of Dimensions in Distillation: Understanding the knowledge transfer between different-dimensional semantic spaces [#1381]

 

Zhiyuan Ma, Ziyue Song, Haodong Zhao, Kui Meng and Gongshen Liu

 

Shanghai Jiao Tong University, China

P711  

Joint Distribution Adaptation via Wasserstein Adversarial Training [#1283]

 

Xiaolu Wang, Wenyong Zhang, Xin Shen and Huikang Liu

 

The Chinese University of Hong Kong, Imperial College London, United Kingdom

P712  

Multi-distorted Image Restoration with Tensor 1x1 Convolutional Layer [#544]

 

Zihao Huang, Chao Li, Feng Duan and Qibin Zhao

 

Nankai University, China; RIKEN, Japan

P713  

A Unified Framework for Improving Misclassifications in Modern Deep Neural Networks for Sentiment Analysis [#1845]

 

Ahoud Alhazmi, Abdulwahab Aljubairy, Wei Emma Zhang, Quan Z. Sheng and Elaf Alhazmi

 

Macquarie University, Australia; The University of Adelaide, Australia; Umm Al. Qura University, Saudi Arabia

P714  

Pruning the Unimportant or Redundant Filters? Synergy Makes Better [#1888]

 

Yucheng Cai, Zhuowen Yin, Kailing Guo and Xiangmin Xu

 

School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China, China

P715  

Audience expansion based on user browsing history [#1285]

 

Nikolaos Tziortziotis, Yang Qiu, Martial Hue and Michalis Vazirgiannis

 

Jellyfish, France; Ecole Polytechnique, France

Session S13: Deep Neural Networks-Based Recommender System
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 1, Chair: He, Yulin

3:15PM  

Using Social Media Background to Improve Cold-start Recommendation Deep Models [#734]

 

Yihong Zhang, Takuya Maekawa and Takahiro Hara

 

Osaka University, Japan

3:35PM  

Curvilinear Collaborative Metric Learning with Macro-micro Attentions [#1363]

 

Hangbin Zhang, Raymond Wong and Chu Victor

 

University of New South Wales, Australia; Nanyang Technological University, Singapore

3:55PM  

DEN-DQL: Quick Convergent Deep Q-Learning with Double Exploration Networks for News Recommendation [#1477]

 

Zhanghan Song, Zhang Dian, Xiaochuan Shi, Wei Li, Chao Ma and Libing Wu

 

Wuhan University, China; Jiangnan University, China

4:15PM  

UMDSF: Unified Model With Dynamic-Static Features for Personalized Recommendation [#977]

 

Siyuan Lou, Yulong Wang, Tongcun Liu and Jianxin Liao

 

State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China; School of Information Engineering, Zhejiang A & F University, China

4:35PM  

Sequential Recommendation with Context-Aware Collaborative Graph Attention Networks [#1842]

 

Zhang Mengfei, Guo Cheng, Jin Jiaqi, Pan Mao and Fang Jinyun

 

Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences, China; Institute of Computing Technology, Chinese Academy of Sciences, China

4:55PM  

ADKGN: An Attentive Dynamic Knowledge Graph Network for Sequential Recommendation [#643]

 

Mengqiu Yao, Liqiang Song, Ye Bi, Wei Wang, Kun Deng, Jianming Wang, Jing Xiao, Xiaoyun Lin and Zhaojun Gui

 

Ping An Technology Co., Ltd., China; Ping An Finserve Co., Ltd., China

Session S14: Reservoir Computing: Advances in Models, Applications, and Implementations
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 2, Chair: Gallicchio, Claudio

3:15PM  

partial-FORCE: a fast and robust online training method for recurrent neural networks [#1338]

 

Hiroto Tamura and Gouhei Tanaka

 

The University of Tokyo, Japan

3:35PM  

Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance [#1543]

 

Mirko Goldmann, Claudio Ruben Mirasso, Ingo Fischer and Miguel Cornelles Soriano

 

IFISC (CSIC-UIB), Spain

3:55PM  

RF Signal Classification using Boolean Reservoir Computing on an FPGA [#1629]

 

Heidi Komkov, Liam Pocher, Alessandro Restelli, Brian Hunt and Daniel Lathrop

 

University of Maryland, United States

4:15PM  

Phase Transition Adaptation [#1583]

 

Claudio Gallicchio, Alessio Micheli and Luca Silvestri

 

Department of Computer Science, University of Pisa, Italy; University of Pisa, Italy

4:35PM  

Tiny Reservoir Computing for Extreme Learning of Motor Control [#1479]

 

Niccolo' Federici, Danilo Pau, Nicola Adami and Sergio Benini

 

University of Brescia, Italy; STMicroelectronics, Italy

4:55PM  

Neural-network-based nonlinear iterative learning control: Magnetic brake study [#2028]

 

Krzysztof Patan and Maciej Patan

 

University of Zielona Gora, Poland

Session S3b: Adversarial Machine Learning and Cyber Security
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 3, Chair: Liu, Wei

3:15PM  

From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation [#974]

 

Nikhil Kapoor, Andreas Baer, Serin Varghese, Jan David Schneider, Fabian Hueger, Peter Schlicht and Tim Fingscheidt

 

Volkswagen AG, Germany; Technische Universitaet Braunschweig, Germany

3:35PM  

Dual Head Adversarial Training [#1897]

 

Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani and James Bailey

 

The University of Melbourne, Australia; Deakin University, Australia

3:55PM  

Distribution-based Adversarial Filter Feature Selection against Evasion Attack [#93]

 

Patrick P. K. Chan, YuanChao Liang, Fei Zhang and Daniel S. Yeung

 

School of Computer Science and Engineering, South China University of Technology, China; College of Computer and Information Engineering, Henan Normal University, China; IEEE Fellow

4:15PM  

Special Symbol Attacks On NLP Systems [#1944]

 

Brian Formento, See-Kiong Ng and Chuan-Sheng Foo

 

NUS, A*Star, Singapore; NUS, Singapore; A*Star, Singapore

4:35PM  

RoCo-NAS: Robust and Compact NeuralArchitecture Search [#1673]

 

Vahid Geraeinejad, Sima Sinaei, Mehdi Modarresi and Masoud Daneshtalab

 

School of Electrical and Computer Engineering, University of Tehran, Iran; Malardalen University, RISE Research Institute of Sweden, Sweden; School of Electrical and Computer Engineering, University of Tehran, School of Computer Science, IPM, Iran, Iran; Malardalen University, Tallinn University of Technology, Estonia, Sweden

4:55PM  

Audio-Visual Speech Separation with Visual Features Enhanced by Adversarial Training [#854]

 

Peng Zhang, Jiaming Xu, Jing Shi, Yunzhe Hao, Lei Qin and Bo Xu

 

Institute of Automation, Chinese Academy of Science; School of Artificial Intelligence, University of Chinese Academy of Science, China; Institute of Automation, Chinese Academy of Science;School of Artificial Intelligence, University of Chinese Academy of Science, China; Institute of Automation, Chinese Academy of Science, China; Huawei Consumer Business Group, China; Institute of Automation, Chinese Academy of Science; School of Artificial Intelligence, University of Chinese Academy of Science; Center for Excellence in Brain Science and Intelligence Technology, CAS, China

Session S15: Advanced Algorithms of Machine Learning and Artificial Intelligence Applied for Biomedical Data Processing
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 4, Chair: Boubchir, Larbi

3:15PM  

Kidney segmentation from computed tomography images using U-Net and batch-based synthesis [#420]

 

Tomasz Les, Tomasz Markiewicz, Miroslaw Dziekiewicz and Malgorzata Lorent

 

Warsaw University of Technology, Poland; Military Institute of Medicine, Poland

3:35PM  

Semi-supervised Medical Image Segmentation with Confidence Calibration [#1344]

 

Qisen Xu, Qian Wu, Hu Yiqiu, Bo Jin, Bin Hu, Zhu Fengping, Li Yuxin and Xiangfeng Wang

 

East China Normal University, China; Huashan Hospital, Fudan University, China

3:55PM  

Predictive Analytics of COVID-19 with Neural Networks [#1991]

 

Daryl L.X. Fung, Calvin S.H. Hoi, Carson K. Leung and Christine Y. Zhang

 

University of Manitoba, Canada

4:15PM  

Impute Gene Expression Missing Values via Biological Networks: Optimal Fusion of Data and Knowledge [#113]

 

Mingrong Xiang, Jingyu Hou, Wei Luo, Wenjing Tao and Deshou Wang

 

Deakin University, Australia; Southwest University, China

4:35PM  

Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation [#1634]

 

Edoardo Giacomello, Pier Luca Lanzi, Daniele Loiacono and Luca Nassano

 

Politecnico di Milano, Italy

4:55PM  

Deep Neural Networks Ensemble for Lung Nodule Detection on Chest CT Scans [#1576]

 

Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi and Marta Cimitile

 

University of Bari Aldo Moro, Italy; University of Sannio, Italy; UnitelmaSapienza University, Italy

Session S25a: Feature Extraction and Learning on Image and Text Data
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 5, Chair: Prasad, Mukesh

3:15PM  

BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition [#1218]

 

Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak and Jinman Kim

 

The University of Sydney, Australia; Deakin University, Australia

3:35PM  

Attention-based Seq2seq Regularisation for Relation Extraction [#1383]

 

Haojie Huang and Raymond Wong

 

University of New South Wales, Australia

3:55PM  

TW-TGNN:Two Windows Graph-Based Model for Text Classification [#1399]

 

Xinyu Wu, Zheng Luo, Zhanwei Du, Jiaxin Wang, Chao Gao and Xianghua Li

 

Southwest University, China; The University of Hong Kong, China; State Grid Information & Telecommunication Group Co. Ltd., China; School of Artificial Intelligence, Optics and Electronics (iOPEN) Northwestern Polytechnical University, China

4:15PM  

A Novel Ensemble Method of RVFL For Classification Problem [#1427]

 

Ashwani Kumar Malik, M.A. Ganaie, M. Tanveer and P.N. Suganthan

 

Indian Institute of Technology Indore, India; NTU Singapore, Singapore

4:35PM  

MulCoB-MulFaV: Multimodal Content Based Multilingual Fact Verification [#1015]

 

Arjun Roy and Asif Ekbal

 

L3S Research Center, LUH, Germany; IIT Patna, India

4:55PM  

Clickbait Detection in Telugu: Overcoming NLP Challenges in Resource-Poor Languages using Benchmarked Techniques [#1671]

 

Mounika Marreddy, Subba Reddy Oota, Lakshmi Sireesha Vakada, Venkata Charan Chinni and Radhika Mamidi

 

IIIT Hyderabad, India

Session S18: Special Session on Federated Learning and Cooperative Neural Networks (CoNN)
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 6, Chair: Marulli, Fiammetta

3:15PM  

A Proposal to Ensure Social Distancing with Deep Learning-based Object Detection [#25]

 

Francesco Mercaldo, Fabio Martinelli and Antonella Santone

 

University of Molise, Italy; IIT-CNR, Italy

3:35PM  

Thermal Ablation Treatment Detection by means of Machine Learning [#60]

 

Luca Brunese, Francesco Mercaldo, Antonella Santone and Giuseppe Peter Vanoli

 

University of Molise, Italy

3:55PM  

Soft-Label Dataset Distillation and Text Dataset Distillation [#503]

 

Ilia Sucholutsky and Matthias Schonlau

 

University of Waterloo, Canada

4:15PM  

Deep Embedded Clustering for Federated Networks [#1101]

 

Afra Mashhadi, Joshua Sterner and Jeffery Murray

 

University of Washington, United States

4:35PM  

Automatic Classification of Vulnerabilities using Deep Learning and Machine Learning Algorithms [#1522]

 

Vishnu Ramesh, Sara Abraham, Vinod P., Mohamed Isham, Corrado A. Visaggio and Sonia Laudanna

 

SCMS School of Engineering & Technology, India; University of Sannio, Italy

4:55PM  

Adaptive Federated Learning in Presence of Concept Drift [#1615]

 

Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo and Manuel Roveri

 

Politecnico di Milano, Italy

Session S19: Machine Learning in Noisy Intermediate-Scale Quantum devices
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 7, Chair: Silva, Adenilton

3:15PM  

Quantum One-class Classification With a Distance-based Classifier [#1555]

 

Nicolas Oliveira, Lucas Albuquerque, Teresa Ludermir, Wilson Oliveira and Adenilton Silva

 

Universidade Federal de Pernambuco, Brazil; Universidade Federal Rural de Pernambuco, Brazil

3:35PM  

On a Possible Quantum Variational Autoencoder Circuit [#1969]

 

Sayantan Pramanik and M Girish Chandra

 

Tata Consultancy Services, India

3:55PM  

Robust Quantum Classifier with Minimal Overhead [#1074]

 

Daniel Kyungdeock Park, Carsten Blank and Francesco Petruccione

 

Sungkyunkwan University, Korea (South); Data Cybernetics, Germany; University of KwaZulu-Natal, South Africa

4:15PM  

Training Ensembles of Quantum Binary Neural Networks [#401]

 

Daivid Leal, Tiago Lima and Adenilton J. Da Silva

 

Universidade Federal Rural de Pernambuco, Brazil; Universidade Federal de Pernambuco, Brazil

4:35PM  

Generalized Symmetric Nonnegative Latent Factor Analysis for Large-scale Undirected Weighted Networks [#1318]

 

Yurong Zhong and Xin Luo

 

Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China

4:55PM  

Hierarchical system of gene selection based on deep learning and ensemble approach [#246]

 

Dominik Seweryn and Stanislaw Osowski

 

Military University of Technology, Poland; Warsaw University of technology, Military University of Technology, Poland

Session S21: Learning from Imbalanced and Difficult Data
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 8, Chair: Krawczyk, Bartosz

3:15PM  

Classifier learning from difficult data on the example of missing features [#242]

 

Piotr Porwik, Tomasz Orczyk and Rafal Doroz

 

University of Silesia, Poland

3:35PM  

Prior Probability Estimation in Dynamically Imbalanced Data Streams [#316]

 

Joanna Komorniczak, Pawel Zyblewski and Pawel Ksieniewicz

 

Wroclaw University of Science and Technology, Poland

3:55PM  

CSMOUTE: Combined Synthetic Oversampling and Undersampling Technique for Imbalanced Data Classification [#358]

 

Michal Koziarski

 

AGH University of Science and Technology, Poland

4:15PM  

Two-Stage Resampling for Convolutional Neural Network Training in the Imbalanced Colorectal Cancer Image Classification [#359]

 

Michal Koziarski

 

AGH University of Science and Technology, Poland

4:35PM  

Adversarial Imbalance Classification with Class-specific Diverse Instance Generation [#1104]

 

Qihang Shen, Xinyue Wang, Zixin Cai and Liping Jing

 

Beijing Jiaotong University, China

4:55PM  

Extracting Interpretable Decision Tree Ensemble from Random Forest [#1416]

 

Bogdan Gulowaty and Michal Wozniak

 

Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland

Plenary Poster Session I5: Deep neural networks
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 9, Chair: Alireza Khodamoradi

P901  

ASLR: an Adaptive Scheduler for Learning Rate [#1799]

 

Alireza Khodamoradi, Kristof Denolf, Kees Vissers and Ryan Kastner

 

UC San Diego, United States; Xilinx, United States

P902  

Designing a Partially Understandable Neural Network through Semantic Embedding [#666]

 

Chengfu Tang, Dawei Dai, Haoyue Bai, Guoyin Wang, Shuyin Xia and Feng Hu

 

Chongqing University of Posts and Telecommunications, China

P903  

DCT-based Fast Spectral Convolution for Deep Convolutional Neural Networks [#479]

 

Yuhao Xu and Hideki Nakayama

 

The University of Tokyo, Japan

P904  

Region Attention Network For Single Image Super-resolution [#664]

 

Du Xiaobiao, Liu Chongjin and Yang Xiaoling

 

Zhuhai college of Jilin University, China

P905  

A Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding [#1833]

 

Yang Liu, Shiyi Xu, Zhen Huang, Changjian Wang, Dongsheng Li, Feng Liu and Jinyan Qiu

 

National University of Defense Technology, China

P906  

Two-stage Pre-training for Sequence to Sequence Speech Recognition [#55]

 

Zhiyun Fan, Shiyu Zhou and Bo Xu

 

Institute of Automation, Chinese Academy of Sciences, China, China

P907  

Towards Consistent Predictive Confidence through Fitted Ensembles [#1151]

 

Navid Kardan, Ankit Sharma and Kenneth Stanley

 

University of Central Florida, United States

P908  

Communication-Memory-Efficient Decentralized Learning For Audio Representation [#1401]

 

LeiLai Li, Jianzong Wang, Xiaoyang Qu and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd., China

P909  

Smooth Variational Graph Embeddings for Efficient Neural Architecture Search [#1720]

 

Jovita Lukasik, David Friede, Arber Zela, Frank Hutter and Margret Keuper

 

University of Mannheim, Germany; University of Freiburg, Germany

P910  

Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification Problems [#238]

 

Yigit Alparslan, Ethan Moyer, Isamu Isozaki, Daniel Schwartz, Adam Dunlop, Shesh Dave and Edward Kim

 

Drexel University, United States

P911  

Neural Architecture Search via Combinatorial Multi-Armed Bandit [#59]

 

Hanxun Huang, Xingjun Ma, Sarah Erfani and James Bailey

 

The University of Melbourne, Australia; Deakin University, Australia

P912  

Improving Lexical-Constraint-Aware Machine Translation by Factoring Encoders [#1162]

 

Weiyuan Zeng and Cong Liu

 

Sun Yat-sen University, China

P913  

Revisiting Edge Detection in Convolutional Neural Networks [#86]

 

Minh Le and Subhradeep Kayal

 

Elsevier B.V., Netherlands; Erasmus MC, Rotterdam, Netherlands

P914  

Matrix Shuffle-Exchange Networks for Hard 2D Tasks [#653]

 

Emils Ozolins, Karlis Freivalds and Agris Sostaks

 

Institute of Mathematics and Computer Science, University of Latvia, Latvia

Plenary Poster Session I6: Deep neural networks
Sunday, July 18, 3:15PM-5:15PM, Room: IJCNN Virtual Room 10, Chair: Linfeng Zhang

P1101  

Wavelet J-Net: A Frequency Perspective on Convolutional Neural Networks [#82]

 

Linfeng Zhang, Xiaoman Zhang, Chenglong Bao and Kaisheng Ma

 

Tsinghua University, China; Institute for Interdisciplinary Information Core Technology, China

P1102  

Looking Back and Forward: Enhancing Image Captioning with Global Semantic Guidance [#1916]

 

Feng Chen, Jintao Tang, Shasha Li, Xinyi Li and Ting Wang

 

National University of Defense Technology, China

P1103  

Model Compression in Object Detection [#1825]

 

Andrey de Aguiar Salvi and Rodrigo C. Barros

 

Pontifical Catholic University of Rio Grande do Sul, Brazil

P1104  

One for All: An End-to-End Compact Solution for Hand Gesture Recognition [#1951]

 

Monu Verma, Ayushi Gupta and Santosh Vipparthi

 

Malaviya National Institute of Technology, Jaipur, India; OLX people, Bangalore, India

P1105  

BTGAN: Training GAN with Balanced Triplet Loss and Two-Branch Architecture [#493]

 

Simin Yu, Kuntian Zhang, Chuan Xiao, Xianyu Bao, Joshua Zhexue Huang and Mark Junjie Li

 

Shenzhen University, China; Osaka University, Japan; Shenzhen Academy of Inspection and Quarantine, China

P1106  

A Strategic Weight Refinement Maneuver for Convolutional Neural Networks [#74]

 

Patrick Sharma, Adarsh Karan Sharma, Dinesh Kumar and Anuraganand Sharma

 

The University of the South Pacific, Fiji

P1107  

Aspect-Based Sentiment Classification with Background Information and Syntactic Auxiliary Tasks [#1071]

 

Ming-Fan Li, Kaijie Zhou, Xuan Li and Jianping Shen

 

Ping An Life Insurance of China, Ltd., China

P1108  

Graph-aware Collaborative Filtering for Top-N Recommendation [#648]

 

Long Lianjie, Yin Yunfei and Huang Faliang

 

Chongqing University, China

P1109  

CellNet: An Improved Neural Architecture Search Method for Coal and Gangue Classification [#790]

 

Lirong Sun, Wenbo Zhu, Aiyuan Li, Jinhai Wang, Lufeng Luo, Jianwen Chen and Qinghua Lu

 

Foshan University, China

P1110  

A Double Feature Fusion Network with Progressive Learning for Sharper Inpainting [#191]

 

Zhang Zhichao, Chen Hui, Deng Jinsheng and Yin Xiaoqing

 

National College of Defense Technology, China

P1111  

Optical Flow Estimation through Fusion Network based on Self-supervised Deep Learning [#1785]

 

Cong Liu, Dianxi Shi, Ruihao Li and Huachi Xu

 

College of Computer, National University of Defense Technology (NUDT), China; National Innovation Institute of Defense Technology (NIIDT), Tianjin Artificial Intelligence Innovation Center (TAIIC), China; Artificial Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT), China

P1112  

A Visual Self-Attention Network For Facial Expression Recognition [#933]

 

Naigong Yu and Deguo Bai

 

Beijing University of Technology, China

P1113  

Multi-Turn Response Selection with Temporal Gated Graph Convolutional Networks [#1884]

 

Siyu Tao, Qian Zhao, Linlin Wang and Liang He

 

East China Normal University, China

P1114  

Balance the Labels: Hierarchical Label Structured Network for Dialogue Act Recognition [#1024]

 

Dong Wang, Ziran Li, Dongming Sheng, Hai-Tao Zheng and Ying Shen

 

Tsinghua University, China; Sun Yat-Sen University, China

P1115  

A Multimodal Classification of Noisy Hate Speech using Character Level Embedding and Attention [#1380]

 

Nishchal Prasad, Sriparna Saha and Pushpak Bhattacharyya

 

Indian Institute of Technology Patna, India; Indian Institute of Technology Bombay, India

Session S5c: Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 1, Chair: Azorín- Lopez, Jorge (University of Alicante)

8:00AM  

Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars [#1932]

 

Thiago Cavalcante, Avelino Forechi, Thiago Oliveira-Santos, Alberto De Souza and Claudine Badue

 

Universidade Federal do Espirito Santo, Brazil; Instituto Federal do Espirito Santo, Brazil

8:20AM  

Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift [#669]

 

Sebastian Cygert, Bartlomiej Wroblewski, Karol Wozniak, Radoslaw Slowinski and Andrzej Czyzewski

 

Gdansk University of Technology, Poland

8:40AM  

Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL) [#577]

 

Subhankar Ghosh

 

Indian Institute of Science, India

9:00AM  

A novel asynchronous sequential logic model of central pattern generator for quadruped robot: systematic design and efficient implementation [#651]

 

Sho Komaki, Kentaro Takeda and Hiroyuki Torikai

 

Hosei University, Japan

9:20AM  

Neural Task Success Classifiers for Robotic Manipulation from Few Real Demonstrations [#716]

 

Abdalkarim Mohtasib, Amir Ghalamzan, Nicola Bellotto and Heriberto Cuayahuitl

 

University of Lincoln, United Kingdom

9:40AM  

Abundant Computer and Robot Experiments Verifying Minimum Joint Motion Planning and Control of Redundant Arms via Zhang Neural Network [#373]

 

Wuyi Yang, Jianrong Chen, Yunong Zhang, Jiansheng Sun and Zhijun Zhang

 

Sun Yat-sen University, China; Youjiang Medical University for Nationalities, China; South China University of Technology, China

Session S15a: Advanced Algorithms of Machine Learning and Artificial Intelligence Applied for Biomedical Data Processing
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 2, Chair: Boubchir, Larbi

8:00AM  

Gender-based approach to estimate the human body fat percentage using Machine Learning [#1848]

 

Shara Shami A. Alves, Elene F. Ohata, Navar M. M. Nascimento, Joao W. M. de Souza, Gabriel B. Holanda, Luiz Lannes Loureiro and Pedro Pedrosa Reboucas Filho

 

Universidade Federal do Ceara, Brazil; Instituto Federal do Ceara, Brazil; Laboratory of Image Processing, Signs and Applied Computer, Brazil

8:20AM  

A Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques [#1806]

 

Virginia Xavier Nunes, Aldisio Goncalves Medeiros, Raylson Silva de Lima, Luis Fabricio de Freitas Souza, Victor Hugo Albuquerque and Pedro Pedrosa Reboucas Filho

 

PPGCC-IFCE, Brazil; PPGETI-UFC, Brazil; MDCC-UFC, Brazil; PPG-UNIFOR, Brazil

8:40AM  

Context Encoder Self-supervised Approaches for Eye Fundus Analysis [#668]

 

Daniel I. Moris, Alvaro S. Hervella, Jose Rouco, Jorge Novo and Marcos Ortega

 

University of A Coruna, Spain

9:00AM  

Interpretation on Deep Multimodal Fusion for Diagnostic Classification [#1100]

 

Bowen Xin, Jing Huang, Yun Zhou, Jie Lu and Xiuying Wang

 

University of Sydney, Australia; Xuanwu Hospital, China; United Imaging Healthcare Group, China

9:20AM  

Reinforcement Learning-Based Insulin Injection Time And Dosages Optimization [#919]

 

Zihao Wang, Zhiqiang Xie, Enmei Tu, Alex Zhong, Yingying Liu, Jichang Ding and Jie Yang

 

Shanghai Jiao Tong University, China; Shanghai Jiao Tong university, China; Medtronic Diabetes, United States; Medtronic Technology Center, China

9:40AM  

A Transformer based Multi-task Model for Domain Classification, Intent Detection and Slot-Filling [#1553]

 

Tulika Saha, Neeti Priya, Sriparna Saha and Pushpak Bhattacharyya

 

IIT Patna, India

Session S18a: Special Session on Federated Learning and Cooperative Neural Networks (CoNN)
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 3, Chair: Marulli, Fiammetta

8:00AM  

Evaluating Efficiency and Effectiveness of Federated Learning Approaches in Knowledge Extraction Tasks [#2002]

 

Fiammetta Marulli, Laura Verde, Stefano Marrone, Roberta Barone and Maria Stella de Biase

 

Universita degli Studi della Campania "L.Vanvitelli", Italy

8:20AM  

Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources [#1718]

 

Fiammetta Marulli, Antonio Balzanella, Lelio Campanile, Mauro Iacono and Michele Mastroianni

 

Universita degli Studi della Campania "L.Vanvitelli", Italy

8:40AM  

Federated Variational Autoencoder for Collaborative Filtering [#1217]

 

Mirko Polato

 

University of Padova, Italy

9:00AM  

A Federated Deep Learning Framework for 3D Brain MRI Images [#1496]

 

Fan Zhipeng, Su Jianpo, Gao Kai, Hu Dewen and Zeng Ling-li

 

National University of Defense Technology, China

9:20AM  

A Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning [#1238]

 

Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso and Antonella Santone

 

Institute of Informatics and Telematics - CNR, Italy; University of Molise, Italy

9:40AM  

Federated Reservoir Computing Neural Networks [#1511]

 

Davide Bacciu, Daniele Di Sarli, Pouria Faraji, Claudio Gallicchio and Alessio Micheli

 

University of Pisa, Italy

Session S21a: Learning from Imbalanced and Difficult Data
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 4, Chair: Krawczyk, Bartosz

8:00AM  

Few-Shot Learning for Postnatal Gestational Age Estimation [#1781]

 

Stepan Romanov, Heda Song, Michel Valstar, Don Sharkey, Caz Henry, Isaac Triguero and Mercedes Torres Torres

 

University of Nottingham, United Kingdom

8:20AM  

One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes [#1922]

 

Ilia Sucholutsky, Nam-Hwui Kim, Ryan P. Browne and Matthias Schonlau

 

University of Waterloo, Canada

8:40AM  

Undersampling with Support Vectors for Multi-Class Imbalanced Data Classification [#2013]

 

Bartosz Krawczyk, Colin Bellinger, Roberto Corizzo and Nathalie Japkowicz

 

Virginia Commonwealth University, United States; National Research Council, Canada; American University, United States

9:00AM  

CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification [#1237]

 

Jakub Walczak, Patryk Najgebauer, Rafal Scherer and Adam Wojciechowski

 

Lodz university of Technology, Poland; Czestochowa University of Technology, Poland

9:20AM  

Costly Features Classification using Monte Carlo Tree Search [#1883]

 

Ziheng Chen, Jin Huang, Hongshik Ahn and Xin Ning

 

Applied Mathematics and Statistics Department, Stony Brook University,, United States; Institute of Semiconductors, Chinese Academy of Sciences, China

9:40AM  

Camera Bias in a Fine Grained Classification Task [#192]

 

Philip Jackson, Stephen Bonner, Ning Jia, Christopher Holder, Jon Stonehouse and Boguslaw Obara

 

Durham University, United Kingdom; Newcastle University, United Kingdom; Procter and Gamble, United Kingdom

Session S22: Deep and Generative Adversarial Learning
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 5, Chair: Ruiz-Garcia, Ariel

8:00AM  

TSA-GAN: A Robust Generative Adversarial Networks for Time Series Augmentation [#1466]

 

Zheng Li, Chao Ma, Xiaochuan Shi, Dian Zhang, Wei Li and Libing Wu

 

Wuhan University, China; Jiangnan University, China

8:20AM  

Adaptive Adversarial Training for Meta Reinforcement Learning [#447]

 

Shiqi Chen, Zhengyu Chen and Donglin Wang

 

Westlake University, Nanyang Technological University, Singapore; Westlake University, Westlake Institute for Advanced Study, China

8:40AM  

Generative Adversarial Nets for Multiple Text Corpora [#26]

 

Abdolghani Ebrahimi, Diego Klabjan and Baiyang Wang

 

dept. Industrial Engineering, Northwestern University, United States

9:00AM  

VirtualGAN: Reducing Mode Collapse in Generative Adversarial Networks Using Virtual Mapping [#714]

 

Adel Abusitta, Omar Abdel Wahab and Benjamin C. M. Fung

 

Postdoctoral Fellow at McGill University, Canada; Assistant Professor at UQO, Canada; Professor at McGill University, Canada

9:20AM  

Sequential Data Imputation with Evolving Generative Adversarial Networks [#1085]

 

Haripriya Chakraborty, Priyanka Samanta and Liang Zhao

 

The City University of New York, Graduate Center, United States

9:40AM  

Partial Transfer Learning for Fast Evolutionary Generative Adversarial Networks [#1747]

 

Zheping Liu, Sabar Nasser and Song Andy

 

RMIT University, Australia; La Trobe University, Australia

Session S23: Current Trend of Machine Learning in Computer Vision
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 6, Chair: Prasad, Mukesh

8:00AM  

Comparative Analysis of Machine Learning Techniques for Island Heightmap Generation [#36]

 

Dimitri Demergis

 

Rowan University, United States

8:20AM  

RipDet: A Fast and Lightweight Deep Neural Network for Rip Currents Detection [#1055]

 

Ashraf Rashid, Imran Razzak, Muhammad Tanveer and Antonio Robles-kelly

 

IIT, Indore, India; Deakin University, Australia

8:40AM  

Self Regulated Learning Mechanism for Data Efficient Knowledge Distillation [#827]

 

Sourav Mishra and Suresh Sundaram

 

Indian Institute of Science, Bangalore, India

9:00AM  

Deep Content Guidance Network for Arbitrary Style Transfer [#742]

 

Di-Bo Shi, Huan Xie, Yi Ji, Ying Li and Chun-Ping Liu

 

School of Computer Science and Technology, Soochow University, China, China

9:20AM  

Do We Really Reduce Bias for Scene Graph Generation? [#757]

 

Haiyan Gao, Xin Tian, Yi Ji, Ying Li and Chunping Liu

 

School of Computer Science and Technology, Soochow University, China, China

9:40AM  

BDFPN: Bi-Direction Feature Pyramid Network for Scene Text Detection [#713]

 

Hailin Shao, Yi Ji, Ying Li and Chunping Liu

 

School of Computer Science and Technology, Soochow University, China

Session S26: Metrology, Verification, and Explanation of Data-Driven AI Systems and Neural Networks
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 7, Chair: Tyukin, Ivan

8:00AM  

Explainable Debugger for Black-box Machine Learning Models [#84]

 

Peyman Rasouli and Ingrid Chieh Yu

 

Department of Informatics, University of Oslo, Norway

8:20AM  

Self-consistent significance level as a statistical predictor of epilepsy attack [#260]

 

Alexey Kislitsyn and Yurii Orlov

 

Keldysh Institute of Applied Mathematics Moscow, Russia, Russian Federation

8:40AM  

Machine Learning Evaluating Evolutionary Fitness Depending on Initial Conditions [#711]

 

Oleg Kuzenkov, Elena Ryabova and Amparo Garcia Garcia

 

Lobachevsky State University of Nizhny Novgorod, Russia

9:00AM  

Clinical trajectories estimated from bulk tumoral molecular profiles using elastic principal trees [#1353]

 

Alexander Chervov and Andrei Zinovyev

 

Institut Curie, France

9:20AM  

Salience-CAM: Visual Explanations from Convolutional Neural Networks via Salience Score [#1451]

 

Linjiang Zhou, Chao Ma, Xiaochuan Shi, Dian Zhang, Wei Li and Libing Wu

 

Wuhan University, China; Jiangnan University, China

9:40AM  

Modelling Working Memory in Neuron-Astrocyte Network [#1457]

 

Yuliya Tsybina, Susan Gordleeva, Mikhail Krivonosov, Innokentiy Kastalskiy, Alexey Zaikin and Alexander Gorban

 

Lobachevsky State University of Nizhny Novgorod, Russian Federation

Session S29: Bayesian Neural Networks & AutoML applications
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 8, Chair: Li, Haoran

8:00AM  

An Efficient Bayesian Neural Network for Multiple Data Streams [#689]

 

Ming Zhou, Yiliao Song, Guangquan Zhang, Bin Zhang and Jie Lu

 

University of Technology Sydney, Australia

8:20AM  

Graph Convolutional Network Based Patent Issue Discovery Model [#1443]

 

Weidong Liu, Haochen Zhang, Xu Guo and Yong Han

 

Inner Mongolia University, China; Inner Mongolia Intellectual Property Service Center, China

8:40AM  

Multi-Agent Cognition Difference Reinforcement Learning for Multi-Agent Cooperation [#753]

 

Huimu Wang, Tenghai Qiu, Zhen Liu, Zhiqiang Pu, Jianqiang Yi and Wanmai Yuan

 

School of Artificial Intelligence,University of Chinese Academy of Sciences, China; Institute of Automation,Chinese Academy of Sciences, China; China Academy of Electronics and Information Technology, China

9:00AM  

IA-CNN: A generalised interpretable convolutional neural network with attention mechanism [#864]

 

Zhang Zhisong, Chen Yaran, Li Haoran and Zhang Qichao

 

National Astronomical Observatories, Chinese Academy of Sciences, China; Institute of Automation, Chinese Academy of Sciences, China

9:20AM  

Hierarchical Reinforcement Learning Based Policy Switching Towards Multi-Scenarios Autonomous Driving [#897]

 

Youtian Guo, Qichao Zhang, Junjie Wang and Shasha Liu

 

Institute of Automation, Chinese Academy of Sciences, China

9:40AM  

An AutoML-based Approach to Multimodal Image Sentiment Analysis [#33]

 

Vasco Lopes, Antonio Gaspar, Luis A. Alexandre and Joao Cordeiro

 

NOVA LINCS, Universidade da Beira Interior, Portugal; LIAAD, INESC TEC; HULTIG; Universidade da Beira Interior, Portugal

Plenary Poster Session I7: Deep neural networks
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 9, Chair: Jesus Garcia Fernandez

P1301  

Exploring automatic liver tumor segmentation using deep learning [#1601]

 

Jesus Garcia Fernandez, Valerio Fortunati and Siamak Mehrkanoon

 

Maastricht University, Netherlands; Quantib, Netherlands

P1302  

Hint Pyramid Learning Via Salient Semantic Mining [#1963]

 

Jianyuan Wang, Xinyue Liu, Qianggang Cao and Biao Leng

 

Beihang University, China

P1303  

Annealing Attention Networks for User Feature-Based Rumor Early Detection on Weibo [#368]

 

Zhengwu Luo, Lina Wang, Wenqi Wang and Aoshuang Ye

 

Wuhan University, China

P1304  

OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN [#785]

 

Shubham Paliwal, Monika Sharma and Lovekesh Vig

 

TCS Research, India

P1305  

Watermarking-based Defense against Adversarial Attacks on Deep Neural Networks [#731]

 

Xiaoting Li, Lingwei Chen, Jinquan Zhang, James Larus and Dinghao Wu

 

Pennsylvania State University, United States; EPFL, Switzerland

P1306  

Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing [#1699]

 

Cameron Diao, Denis Kleyko, Jan Rabaey and Bruno Olshausen

 

Rice University, United States; University of California, Berkeley, United States

P1307  

Random Projections for Improved Adversarial Robustness [#455]

 

Ginevra Carbone, Guido Sanguinetti and Luca Bortolussi

 

University of Trieste, Italy; SISSA, Italy

P1308  

Semantics for Global and Local Interpretation of Deep Convolutional Neural Networks [#352]

 

Jindong Gu, Rui Zhao and Volker Tresp

 

University of Munich, Germany

P1309  

FA-GAL-ResNet: Lightweight Residual Network using Focused Attention Mechanism and Generative Adversarial Learning via Knowledge Distillation [#930]

 

Hequn Yang, Ting Lu, Wenjing Guo, Shan Chang, Guohua Liu and Yiyang Luo

 

Donghua University, China

P1310  

Friends Recommendation Based on KBERT-CNN Text Classification Model [#782]

 

Ning Pan, Wenbin Yao and Xioayong Li

 

Beijing University of Posts and Telecommunications, China

P1311  

Improving Neural Network Learning Through Dual Variable Learning Rates [#1020]

 

Elizabeth Liner and Risto Miikkulainen

 

The University of Texas at Austin, United States

P1312  

Canvas GAN: Bootstrapped Image-Conditional Models [#1740]

 

Matthew Amodio and Smita Krishnaswamy

 

Yale University, United States

P1313  

Monte Carlo Dropout Ensembles for Robust Illumination Estimation [#1247]

 

Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen and Moncef Gabbouj

 

Tampere University, Finland; Finnish Environment Institute, Finland; Aarhus University, Denmark; Xiaomi Finland Oy, Finland

P1314  

OrderNet: Sorting High Dimensional Low Sample Data with Few-Shot Learning [#1840]

 

Samuel Hess and Gregory Ditzler

 

University of Arizona, United States

P1315  

Are Coverage Criteria Meaningful Metrics for DNNs? [#863]

 

Weidi Sun, Yuteng Lu and Meng Sun

 

Peking University, China

Plenary Poster Session I8: Other topics and Supervised Learning
Monday, July 19, 8:00AM-10:00AM, Room: IJCNN Virtual Room 10, Chair: Zhenxing Zhang

P1501  

DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation [#612]

 

Zhenxing Zhang and Lambert Schomaker

 

University of Groningen, Netherlands

P1502  

Lightweight multi-dimensional memristive CapsNet [#5]

 

Shihao Dan, Xiaofang Hu, Yue Zhou and Shukai Duan

 

Southwest University, China

P1503  

Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis [#537]

 

Carlos Francisco Moreno-Garcia, Chrisina Jayne and Eyad Elyan

 

Robert Gordon University, United Kingdom; Teeside University, United Kingdom

P1504  

Solar Image Hashing by Intermediate Descriptor and Autoencoder [#1658]

 

Rafal Grycuk and Rafal Scherer

 

Czestochowa University of Technology, Poland

P1505  

PGMANet:Pose-Guided Mixed Attention Network for Occluded Person Re-Identification [#147]

 

You Zhai, Xianfeng Han, Guoqiang Xiao, Wenzhuo Ma and Xinye Gou

 

Southwest University, China; Chongqing Productivity Council, China

P1506  

Benchmark Datasets for Stochastic Petri Net Learning [#802]

 

Mingjian Guang, Chungang Yan, Junli Wang, Hongda Qi and Changjun Jiang

 

Tongji University Shanghai 200092, China, China

P1507  

Exploring the Relations of Local Semantic Features with GNNs for Few-Shot Classification [#618]

 

Jiaxing Chen and Qinliang Su

 

Sun Yat-Sen University, China

P1508  

Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison [#1990]

 

Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla and Miguel Carreira-Perpinan

 

University of California, Merced, United States

P1509  

Combining uniform manifold approximation with localized affine shadowsampling improves classification of imbalanced datasets [#150]

 

Saptarshi Bej, Prashant Srivastava, Markus Wolfien and Olaf Wolkenhauer

 

Faculty of Computer Science, University of Rostock, Germany; Royal Holloway, University of London, United Kingdom

P1510  

Efficient Parameter Based Online Object Tracking [#626]

 

Md. Hafizur Rahman, Samr Ali and Nizar Bouguila

 

Concordia University, Canada

P1511  

Improved Boosted Regression Forests Through Non-Greedy Tree Optimization [#1962]

 

Arman Zharmagambetov, Magzhan Gabidolla and Miguel Carreira-Perpinan

 

University of California, Merced, United States

P1512  

Privacy-Preserving Convex Factorization Machine [#994]

 

Sun Jie, Li Qi and Jiang Yong

 

Tsinghua University, China

P1513  

Multi-Label Learning with Missing Features [#211]

 

Junlong Li, Peipei Li, Yizhang Zou and Xugang Hu

 

Hefei University of Technology, China

P1514  

DRDF: A Deceptive Review Detection Framework of Combining Word-level, Chunk-level, And Sentence-level Topic-sentiment Models [#380]

 

Xiaodong Du, Fuqiang Zhao, Zhengyu Zhu and Ping Han

 

College of Computer Science, Chongqing University, China; School of Foreign Languages and Cultures, Chongqing University, China

Session S5: Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 1, Chair: Garcia-Rodriguez, Jose

10:15AM  

Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards [#301]

 

Alain Andres, Esther Villar-Rodriguez, Aritz D. Martinez and Javier Del Ser

 

TECNALIA, Basque Research & Technology Alliance, Spain; TECNALIA and University of the Basque Country (UPV/EHU), Spain

10:35AM  

Exploring the Effect of Dynamic Drive Balancing in Open-ended Learning Robots [#333]

 

Alejandro Romero, Francisco Bellas and Richard Duro

 

Universidade da Coruna, Spain

10:55AM  

Studying the Transferability of Non-Targeted Adversarial Attacks [#604]

 

Enrique Alvarez, Rafael Alvarez and Miguel Cazorla

 

University of Alicante, Spain

11:15AM  

Dynamic selection of classifiers for Content Based Image Retrieval [#795]

 

Safa Hamreras, Bachir Boucheham, Miguel Angel Molina-Cabello, Rafaela Benitez-Rochel and Ezequiel Lopez-Rubio

 

University of Skikda 20 Aout 1955, Algeria; University of Malaga, Spain

11:35AM  

Improving Uncertainty Estimations for Mammogram Classification using Semi-Supervised Learning [#1031]

 

Saul Calderon-Ramirez, Diego Murillo-Hernandez, Kevin Rojas-Salazar, Luis-Alexander Calvo-Valverde, Shengxiang Yang, Armaghan Moemeni, David Elizondo, Ezequiel Lopez-Rubio and Miguel Molina-Cabello

 

De Montfort University, United Kingdom; Instituto Tecnologico de Costa Rica, Costa Rica; University of Nottingham, United Kingdom; University of Malaga, Spain

11:55AM  

Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds [#1652]

 

John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano and Jose Garcia-Rodriguez

 

University of Alicante, Spain; Spanish National Research Council, Spain

Session L1: Feedforward neural networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 2, Chair: Yu Liang

10:15AM  

An Efficient Lightweight Deep Neural Network for Real-time Object 6D Pose Estimation with RGB-D Inputs [#1155]

 

Yu Liang, Fan Chen, Guoyuan Liang, Xinyu Wu and Wei Feng

 

Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China

10:35AM  

ETIV: Embedding Temporal Network via Interest Vector [#1293]

 

Jiangting Fan, Haojie Chen, Jiaming Wu, Yong Liu and Nan Wang

 

Heilongjiang University, China

10:55AM  

DoB-SNN: A New Neuron Assembly-inspired Spiking Neural Network for Pattern Classification [#1639]

 

Vahid Saranirad, T.M. McGinnity, Shirin Dora and Damien Coyle

 

Ulster University, United Kingdom

11:15AM  

DensEMANN: Building A DenseNet From Scratch, Layer by Layer and Kernel by Kernel [#1738]

 

Antonio Garcia-Diaz and Hugues Bersini

 

Universite libre de Bruxelles (ULB), Belgium

11:35AM  

Meta-Adversarial Training of Neural Networks for Binary Classification [#1744]

 

Amal Saadallah and Katharina Morik

 

TU Dortmund, Germany

11:55AM  

Cal-Net: Jointly Learning Classification and Calibration on Imbalanced Binary Classification Tasks [#1126]

 

Arghya Datta, Noah R. Flynn and Sanjay Joshua Swamidass

 

Washington University in Saint Louis, United States

Session L2: Feedforward neural networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 3, Chair: Adrian Barbu

10:15AM  

Network Pruning via Annealing and Direct Sparsity Control [#1098]

 

Yangzi Guo, Yiyuan She and Adrian Barbu

 

Florida State University, United States

10:35AM  

Local Frequency Domain Transformer Networks for Video Prediction [#995]

 

Hafez Farazi, Jan Nogga and Sven Behnke

 

University of Bonn, Germany

10:55AM  

Learning Sparsity of Representations with Discrete Latent Variables [#834]

 

Zhao Xu, Daniel OnoroRubio, Giuseppe Serra and Mathias Niepert

 

NEC Laboratories Europe, Germany

11:15AM  

DiffAct: A Unifying framework for activation functions [#1544]

 

Snehanshu Saha, Archana Mathur, Aditya Pandey and Harshith Arun Kumar

 

Dept. of CSIS & APPCAIR,BITS Pilani K K Birla Goa Campus, India; Nitte Meenakshi Institute of Technology, Bangalore, India; Dept. Of Computer Science, PES University, India

11:35AM  

A Variable Memory Length Auto Encoder [#171]

 

Shamahil Ibunu, Samuel Weller and Clive CheongTook

 

Royal Holloway, The University of London, United Kingdom

11:55AM  

Rapid Risk Minimization with Bayesian Models Through Deep Learning Approximation [#1867]

 

Mathias Loewe, Per Lunnemann and Sebastian Risi

 

IT University of Copenhagen, Denmark; Blackwood Seven, Denmark

Session L3: Feedforward neural networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 4, Chair: Weidong Li

10:15AM  

Hyperbolic Knowledge Graph Embedding with Logical Pattern Learning [#323]

 

Weidong Li and Rong Peng

 

Wuhan University, China

10:35AM  

Auto-Associative Features with Non-Iterative Learning Based Technique for Image Classification [#1941]

 

Toshi Sinha and Brijesh Verma

 

Central Queensland University, Australia

10:55AM  

Theta Autoregressive Neural Network: A Hybrid Time Series Model for Pandemic Forecasting [#1149]

 

Arinjita Bhattacharyya, Swarup Chattopadhyay, Monalisha Pattnaik and Tanujit Chakraborty

 

University of Louisville, United States; Indian Statistical Institute, India; Sambalpur University, India; International Institute of Information Technology Bangalore, India

11:15AM  

Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning [#394]

 

Manar Samad, Rahim Hossain and Khan Iftekharuddin

 

Tennessee State University, United States; Bangladesh University of Engineering and Technology, Bangladesh; Old Dominion University, United States

11:35AM  

A Swarm Variant for the Schrodinger Solver [#1924]

 

Urvil Nileshbhai Jivani, Omatharv Bharat Vaidya, Anwesh Bhattacharya and Snehanshu Saha

 

BITS Pilani K K Birla Goa Campus, India; BITS Pilani, India; APPCIR-BITS Pilani K K Birla Goa Campus, India

11:55AM  

AutoFuse: A Semi-supervised Autoencoder based Multi-Sensor Fusion Framework [#979]

 

Kriti Kumar, Saurabh Sahu, Angshul Majumdar and M.Girish Chandra

 

Tata Consultancy Services, India; Indraprastha Institute of Information Technology, Delhi, India

Session L4: Recurrent Neural Networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 5, Chair: Mabel Frias

10:15AM  

Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks [#424]

 

Mabel Frias, Gonzalo Napoles, Yaima Filiberto, Rafael Bello and Koen Vanhoof

 

Universidad de Camaguey, Cuba; Tilburg University, Netherlands; AMV Solutions, Spain; Universidad Central de Las Villas, Cuba; Universiteit Hasselt, Belgium

10:35AM  

Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing [#142]

 

Zhaoxin Luo and Yu Zhu

 

Purdue University, China

10:55AM  

Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization [#501]

 

Steven Whitaker, Zach Dekraker, Barnard Andrew, Havens Timothy and Anderson George

 

Michigan Technological University, United States; Naval Undersea Warfare Center, United States

11:15AM  

An Answer Driven Model For Paragraph-level Question Generation [#1107]

 

Xu Chen and Jungang Xu

 

University of Chinese Academy of Sciences, China

11:35AM  

Hierarchical Dialogue State Tracking with Machine Reading Comprehension [#1109]

 

Boyu Qiu, Jungang Xu and Yingfei Sun

 

University of Chinese Academy of Sciences, China

11:55AM  

Collaborative Regularization for Bidirectional Domain Mapping [#563]

 

Jen-Tzung Chien and Wei-Hsiang Chang

 

National Chiao Tung University

Session L5: Recurrent Neural Networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 6, Chair: Mohit Sewak

10:15AM  

LSTM Hyper-Parameter Selection for Malware Detection: Interaction Effects and Hierarchical Selection Approach [#237]

 

Mohit Sewak, Sanjay K. Sahay and Hemant Rathore

 

Microsoft R&D, India; BITS Pilani, India

10:35AM  

Stochastic Temporal Difference Learning for Sequence Data [#535]

 

Jen-Tzung Chien and Yi-Chung Chiu

 

National Chiao Tung University

10:55AM  

Learning distant cause and effect using only local and immediate credit assignment [#1756]

 

David Rawlinson, Abdelrahman Ahmed and Gideon Kowadlo

 

Cerenaut, Australia

11:15AM  

Sequence Metric Learning as Synchronization of Recurrent Neural Networks [#806]

 

Paul Compagnon, Gregoire Lefebvre, Stefan Duffner and Christophe Garcia

 

Orange Labs Grenoble / LIRIS INSA Lyon, France; Orange Labs Grenoble, France; LIRIS INSA Lyon, France

11:35AM  

Zhang Neural Network Model for Solving LQ Decomposition Problem of Dynamic Matrix With Application to Mobile Object Localization [#14]

 

Jinjin Guo, Binbin Qiu, Min Yang and Yunong Zhang

 

Sun Yat-sen University, China

11:55AM  

Network mechanism supporting long-distance-dependencies [#719]

 

Alexis Dubreuil and Arthur Leblois

 

Institut de la vision, Sorbonne Universites, CNRS, INSERM, France; Institut des Maladies Neurodegeneratives, Universite de Bordeaux, CNRS, UMR 5293, France

Session S26a: Metrology, Verification, and Explanation of Data-Driven AI Systems and Neural Networks
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 7, Chair: Tyukin, Ivan

10:15AM  

Study of XAI-Capabilities for Early Diagnosis of Plant Drought [#1868]

 

Irina Maximova, Evgeny Vasiliev, Alexandra Getmanskaya, Dmitry Kior, Vladimir Sukhov, Vladimir Vodeneev and Vadim Turlapov

 

Lobachevsky University, Russia

10:35AM  

Cost-Effective Knowledge Graph Reasoning for Complex Factoid Questions [#2011]

 

Xia Yang, Meng-Fen Chiang, Yi Chang and Wang-Chien Lee

 

Jilin university, China; The University of Auckland, New Zealand; The Pennsylvania State University, United States

10:55AM  

How saccadic vision might help with the interpretability of deep networks [#1030]

 

Iana Sereda and Grigory Osipov

 

Research and Education Center Mathematics of Future Technologies, Russia

11:15AM  

On Post Selection Using Test Sets (PSUTS) in AI [#1701]

 

Juyang Weng

 

Michigan State University, United States

11:35AM  

Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps [#1654]

 

Muhammad Aminul Islam, Charlie Veal, Yashaswini Gouru and Derek Anderson

 

University of New Haven, United States; University of Missouri, United States

11:55AM  

Demystification of Few-shot and One-shot Learning [#1370]

 

Ivan Y. Tyukin, Alexander N. Gorban, Muhammad H. Alkhudaydi and Qinghua Zhou

 

University of Leicester, United Kingdom

Session L6: Neural Networks Models
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 8, Chair: Edgar N. Sanchez

10:15AM  

Neural inverse optimal control applied to design therapeutic options for patients with COVID-19 [#1726]

 

Victor M. Chan, Esteban A.es Hernandez - Vargas and Edgar N. Sanchez

 

CINVESTAV, Guadalajara, Mexico; UNAM, Queretaro, Mexico; CINVESTAV, Mexico, Mexico

10:35AM  

Topological Gradient-based Competitive Learning [#454]

 

Pietro Barbiero, Gabriele Ciravegna, Vincenzo Randazzo, Pasero Eros and Giansalvo Cirrincione

 

Cambridge University, United Kingdom; University of Florence, Italy; Politecnico di Torino, Italy; University of Picardie Jules Verne, France

10:55AM  

Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions [#324]

 

Yuqi Cui, Dongrui Wu and Yifan Xu

 

Huazhong University of Science and Technology, China

11:15AM  

Redefined Fuzzy Min-Max Neural Network [#204]

 

Yage Wang, Wei Huang and Jinsong Wang

 

Tianjin University of Technology, China

11:35AM  

A Fuzzy ARTMAP Framework for Predicting Student Dropouts in Higher Education [#1139]

 

Nabeel Murshed

 

University of Dubai, United Arab Emirates

11:55AM  

Hardware-Friendly Synaptic Orders and Timescales in Liquid State Machines for Speech Classification [#1656]

 

Vivek Saraswat, Ajinkya Gorad, Anand Naik, Aakash Patil and Udayan Ganguly

 

Indian Institute of Technology, Bombay, India

Plenary Poster Session I9: Machine Learning and Deep Learning
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 9, Chair: Xinyu Gu

P1701  

You Get What You Focus on: A Weighting Factor for IoU-based Regression Loss [#707]

 

Xinyu Gu, Chao Gao, Zheng Lu and Tianxiang Cui

 

University of Nottingham Ningbo China, China; Alibaba Group, China

P1702  

Modelling Animal Biodiversity Using Acoustic Monitoring and Deep Learning [#1226]

 

Carl Chalmers, Paul Fergus, Wich Serge and Steven Longmore

 

Liverpool John Moores University, United Kingdom

P1703  

Multi-source based approach for Visual Domain Adaptation [#2005]

 

Mrinalini Tiwari, Rakesh Kumar Sanodiya, Jimson Mathew and Sriparna Saha

 

IIT Patna, India; IIIT Sricity, India

P1704  

DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning [#892]

 

Sheldon Fung, Xuequan Lu, Chao Zhang and Chang-Tsun Li

 

Deakin University, Australia; University of Fukui, Japan

P1705  

Consensus Clustering with Unsupervised Representation Learning [#1595]

 

Jayanth Reddy Regatti, Aniket Anand Deshmukh, Eren Manavoglu and Urun Dogan

 

The Ohio State University, United States; Microsoft, United States

P1706  

Statistical Tests to Identify Virtual Concept Drifts [#490]

 

Paulo Mauricio Goncalves Jr, Sylvain Chartier and Roberto S M Barros

 

Instituto Federal de Pernambuco, Brazil; University of Ottawa, Canada; Universidade Federal de Pernambuco, Brazil

P1707  

Deep Clustering using Dirichlet Process Gaussian Mixture [#405]

 

Kart-Leong Lim

 

A*Star, Singapore

P1708  

A Unified Binary Embedding Framework for Image Retrieval [#578]

 

Yin He and Yi Chen

 

Nanjing Normal University, China

P1709  

An Ab-Initio Local Principal Path Algorithm [#976]

 

Erika Gardini, Andrea Cavalli and Sergio Decherchi

 

Fondazione Istituto Italiano di Tecnologia, Italy

P1710  

Learning a Belief Representation for Delayed Reinforcement Learning [#1624]

 

Pierre Liotet, Erick Venneri and Marcello Restelli

 

Politecnico di Milano, Italy

P1711  

Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes [#1828]

 

Yoni Birman, Ziv Ido, Gilad Katz and Asaf Shabtai

 

Ben-Gurion University of the Negev, Israel

P1712  

Predictive PER: Balancing Priority and Diversity Towards Stable Deep Reinforcement Learning [#893]

 

Sanghwa Lee, Jaeyoung Lee and Ichiro Hasuo

 

National Institute of Informatics, SOKENDAI, Japan; University of Waterloo, Canada

P1713  

Mastering the Game of Amazons Fast by Decoupling Network Learning [#917]

 

Guoqi Zhang, Xiaoyang Chen, Ruidong Chang, Yuhang Zhang, Cong Wang, Luyi Bai, Junwei Wang and Changming Xu

 

Northeastern University, China; Northeastern University at Qinhuangdao, China

P1714  

Learning to Optimise Routing Problems using Policy Optimisation [#1331]

 

Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar and A. K. Qin

 

RMIT University, Australia; Swinburne University of Technology, Australia

Plenary Poster Session I10: Machine Learning and Deep Learning
Monday, July 19, 10:15AM-12:15PM, Room: IJCNN Virtual Room 10, Chair: Konrad Czechowski

P1901  

Trust, but Verify: Alleviating Pessimistic Errors in Model-Based Exploration [#1627]

 

Konrad Czechowski, Tomasz Odrzygozdz, Michal Izworski, Marek Zbysinski, Lukasz Kucinski and Piotr Milos

 

University of Warsaw, Poland; Polish Academy of Sciences, Poland

P1902  

MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning [#199]

 

Zhiwei Xu, Dapeng Li, Yunpeng Bai and Guoliang Fan

 

Institute of Automation Chinese Academy of Sciences, University of Chinese Academy of Sciences, China

P1903  

Structure and Randomness in Planning and Reinforcement Learning [#1593]

 

Konrad Czechowski, Piotr Januszewski, Piotr Kozakowski, Lukasz Kucinski and Piotr Milos

 

University of Warsaw, Poland; Gdansk University of Technology, Poland; Polish Academy of Science, Poland

P1904  

S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay [#164]

 

Hugo Caselles Dupre, David Filliat and Michael Garcia-Ortiz

 

U2IS, ENSTA Paris, Institut Polytechnique de Paris & INRIA Flowers, France; CitAI, SMCSE, City University of London, United Kingdom

P1905  

Online Virtual Training in Soft Actor-Critic for Autonomous Driving [#1917]

 

Maryam Savari and Yoonsuck Choe

 

Department of Computer Science and EngineeringTexas A&M UniversityCollege Station, TX 77843, United States

P1906  

Fast Reinforcement Learning with Incremental Gaussian Mixture Models [#343]

 

Rafael Pinto

 

Instituto Federal do Rio Grande do Sul (IFRS), Brazil

P1907  

A Spatial-Temporal Graph Attention Network for Multi-intersection Traffic Light Control [#791]

 

Liu He, Qing'an Li, Libing Wu, Min Wang, Jianxin Li and Dan Wu

 

School of Computer Science, Wuhan University, Wuhan, China and the State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China, China; School of Cyber Science and Engineering, Wuhan University, Wuhan, China and the State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China, China; School Information Technology, Deakin University, Burwood, VIC, Australia, China; School of Computer Science, University of Windsor, Windsor N9B 3P4, Canada, China

P1908  

Attentive Relation Network for Object based Video Games [#1996]

 

Hangyu Deng, Jia Luo and Jinglu Hu

 

Graduate School of Information, Product and System, Waseda University, China; Graduate School of Information, Product and System, Waseda University, Japan

P1909  

Optimal Tracking Control of the Boiler-turbine System Based on Adaptive Dynamic Programming [#805]

 

Yujia Liu, Aiguo Gao and Qinglai Wei

 

Institute of Automation Chinese Academy of Sciences, China; North China Electric Power Research Institute Co. Ltd, China

P1910  

A Reward Shaping Approach for Reserve price Optimization using Deep Reinforcement Learning [#1633]

 

Reza Refaei Afshar, Jason Rhuggenaath, Yingqian Zhang and Uzay Kaymak

 

Eindhoven University of Technology, Netherlands; Jheronimus Academy of Data Science, Netherlands

P1911  

Low-Resource Neural Machine Translation with Neural Episodic Control [#1191]

 

Nier Wu, Hongxu Hou, Shuo Sun and Wei Zheng

 

college of computer science-college of software, inner mongolia University, China

P1912  

Safe Reinforcement Learning for CPSs via Formal Modeling and Verification [#1368]

 

Chenchen Yang, Jing Liu, Sun Haiying, Sun Junfeng, Chen Xiang and Zhang Lipeng

 

East China Normal University, China; CASCO Signal Ltd., China

P1913  

Multi-Agent Combat in Non-Stationary Environments [#516]

 

Shengang Li, Haoang Chi and Tao Xie

 

National University of Defense Technology, China

P1914  

Multi-Actor-Attention-Critic Reinforcement Learning for Central Place Foraging Swarms [#1929]

 

Ning Yang, Qi Lu, Kele Xu, Bo Ding and Gao Zijian

 

National University of Defense Technology, China; University of Texas at San Antonio, United States

P1915  

Non-divergent Imitation for Verification of Complex Learned Controllers [#1952]

 

Vahdat Abdelzad, Jaeyoung Lee, Sean Sedwards, Soheil Soltani and Krzysztof Czarnecki

 

University of Waterloo, Canada

Plenary Talk PleMon: What neuroimaging can tell about human brain function, Riitta Salmelin
Monday, July 19, 12:45PM-1:45PM, Room: IJCNN Virtual Room 1, Chair: Marley Vellasco

Session S5a: Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 1, Chair: Molina Cabello, Miguel Angel (University of Malaga)

2:00PM  

H-GAN: the power of GANs in your Hands [#1661]

 

Sergiu Oprea, Giorgos Karvounas, Pablo Martinez-Gonzalez, Nikolaos Kyriazis, Sergio Orts-Escolano, Iason Oikonomidis, Alberto Garcia-Garcia, Aggeliki Tsoli, Jose Garcia-Rodriguez and Antonis Argyros

 

Department of Computer Technology, University of Alicante, Spain; Institute of Computer Science, FORTH, Greece; Department of Computer Science and Artificial Intelligence, University of Alicante, Spain; Institute of Space Sciences (ICE-CSIC), Spain

2:20PM  

UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments [#1696]

 

Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, Jose Garcia-Rodriguez and Markus Vincze

 

University of Alicante, Spain; CSIC, Spain; TU Wien, Austria

2:40PM  

Local-Global based Deep Registration Neural Network for Rigid Alignment [#1702]

 

Victor Villena-Martinez, Marcelo Saval-Calvo, Jorge Azorin-Lopez, Andres Fuster-Guillo and Robert B. Fisher

 

University of Alicante, Spain; University of Edinburgh, United Kingdom

3:00PM  

Spatio-Temporal Look-Ahead Trajectory Prediction using Memory Neural Network [#1899]

 

Nishanth Rao and Suresh Sundaram

 

Indian Institute of Science, India

3:20PM  

Test time augmentation by regular shifting for deep denoising autoencoder networks [#1220]

 

Jose A. Rodriguez-Rodriguez, Miguel A. Molina-Cabello, Rafaela Benitez-Rochel and Ezequiel Lopez-Rubio

 

University of Malaga, Spain

3:40PM  

Histopathological image analysis for breast cancer diagnosis by ensembles of convolutional neural networks and genetic algorithms [#1225]

 

Miguel A. Molina-Cabello, Jose A. Rodriguez-Rodriguez, Karl Thurnhofer-Hemsi and Ezequiel Lopez-Rubio

 

University of Malaga, Spain

Session L7: Spiking Neural Networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 2, Chair: Dennis Bautembach

2:00PM  

Multi-GPU SNN Simulation with Static Load Balancing [#778]

 

Dennis Bautembach, Iason Oikonomidis and Antonis Argyros

 

FORTH-ICS & CSD-UOC, Greece; FORTH-ICS, Greece

2:20PM  

Bio-inspired Model Based on Global-Local Hybrid Learning in Spiking Neural Network [#72]

 

Yuchen Wang, Xiaobin Wang, Hong Qu, Ya Zhang, Yi Chen and Xiaoling Luo

 

University of Electronic Science and Technology of China, China

2:40PM  

Emotion Recognition and Understanding Using EEG Data in A Brain-Inspired Spiking Neural Network Architecture [#1145]

 

Wael Alzhrani, Maryam Doborjeh, Zohreh Doborjeh and Nikola Kasabov

 

Technical and Vocational Training Corporation, Saudi Arabia; Auckland University of Technology, New Zealand; The University of Auckland, New Zealand

3:00PM  

Spiking Neural Networks with Laterally-Inhibited Self-Recurrent Units [#506]

 

Wenrui Zhang and Peng Li

 

University of California, Santa Barbara, United States

3:20PM  

Rethinking Benchmarks for Neuromorphic Learning Algorithms [#1075]

 

Qu Yang, Jibin Wu and Haizhou Li

 

National University of Singapore, Singapore

3:40PM  

Deep Spiking Neural Network for High-Accuracy and Energy-Efficient Face Action Unit Recognition [#1175]

 

Jingren Zhang, Jingjing Wang, Jingwei Yan, Chunmao Wang and Shiliang Pu

 

Hikvision Research Institute, China

Session L8: Spiking Neural Networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 3, Chair: Gourav Datta

2:00PM  

Training Energy-Efficient Deep Spiking Neural Networks with Single-Spike Hybrid Input Encoding [#1985]

 

Gourav Datta, Souvik Kundu and Peter Beerel

 

University of Southern California, United States

2:20PM  

Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks [#1819]

 

Sayeed Shafayet Chowdhury, Isha Garg and Kaushik Roy

 

Purdue University, United States

2:40PM  

Minimizing Inference Time: Optimization Methods for Converted Deep Spiking Neural Networks [#1910]

 

Etienne Mueller, Julius Hansjakob, Daniel Auge and Alois Knoll

 

Technical University Munich, Germany

3:00PM  

A Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic Stability [#667]

 

Kuroe Yasuaki, Miyoshi Seiji, Hikawa Hiroomi, Ito Hidetaka, Motonaka Kimiko and Maeda Yutaka

 

Kansai University, Japan

3:20PM  

A Reduced-scale Cortical Network with Izhikevich's Neurons on SpiNNaker [#470]

 

Chinmay Chiplunkar, Nishant Gautam, Ishita Mediratta, Andrew Gait, Sujith Thomas, Andrew Rowley, Teresa Serrano-Gotarredona and Basabdatta Sen-Bhattacharya

 

Department of Computer Science and Information Systems, BITS Pilani, Goa Campus, India; Department of Computer Science, University of Manchester, United Kingdom; Instituto de Microelectronica de Sevilla, CSIC and Universidad de Sevilla, Spain

3:40PM  

Conduction delay plasticity can robustly learn spatiotemporal patterns embedded in noise [#736]

 

Joshua Arnold, Peter Stratton and Janet Wiles

 

University of Queensland, Australia; University of Technology Sydney, Australia

Session L9: Spiking Neural Networks and Other models
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 4, Chair: Apoorv Kishore

2:00PM  

Simplified Klinokinesis using Spiking Neural Networks for Resource-Constrained Navigation on the Neuromorphic Processor Loihi [#1936]

 

Apoorv Kishore, Vivek Saraswat and Udayan Ganguly

 

IIT Bombay, India

2:20PM  

SpikE: spike-based embeddings for multi-relational graph data [#262]

 

Dominik Dold and Josep Soler Garrido

 

Siemens AG, Germany

2:40PM  

A Software Framework for Comparing Training Approaches for Spiking Neuromorphic Systems [#1346]

 

Catherine Schuman, James Plank, Maryam Parsa, Shruti Kulkarni, Nicholas Skuda and J. Parker Mitchell

 

Oak Ridge National Laboratory, United States; University of Tennessee, United States

3:00PM  

Efficient Text Classification with Echo State Networks [#661]

 

Jeremie Cabessa, Hugo Hernault, Heechang Kim, Yves Lamonato and Yariv Levy

 

Playtika Research, Switzerland

3:20PM  

Complex Encoding [#601]

 

Kassymzhomart Kunanbayev, Islambek Temirbek and Amin Zollanvari

 

Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences, Nazarbayev University, Kazakhstan

3:40PM  

MSPLD: Shilling Attack Detection Model Based on Meta Self-Paced Learning [#1295]

 

Yanjing Yang, Min Gao, Yuerang Li, Fan Wu, Jia Wang and Quanwu Zhao

 

School of Big Data and Software Engineering, Chongqing University, China; College of Mathematics and Statistics, Chongqing University, China; School of Economics and Business Administration, China

Session L10: Deep neural networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 5, Chair: Jonas Doevenspeck

2:00PM  

Noise tolerant ternary weight deep neural networks for analog in-memory inference [#1530]

 

Jonas Doevenspeck, Peter Vrancx, Nathan Laubeuf, Arindam Mallik, Peter Debacker, Diederik Verkest, Rudy Lauwereins and Wim Dehaene

 

Imec, Belgium; KU Leuven, Belgium

2:20PM  

Disaster Image Classification Using Capsule Networks [#1722]

 

Soudabeh Taghian Dinani and Doina Caragea

 

Kansas State University, United States

2:40PM  

Fruit classification using deep feature maps in the presence of deceptive similar classes [#309]

 

Mohit Dandekar, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal and Rage Uday Kiran

 

IIIT Allahabad, Prayagraj, U.P., India; IIIT Allahabad, Prayagraj, U. P., India; The University of Aizu, Japan

3:00PM  

An Efficient Channel-level Pruning for CNNs without Fine-tuning [#770]

 

Zhongtian Xu, Jingwei Sun, Yunjie Liu and Guangzhong Sun

 

School of Computer Science and Technology, University of Science and Technology of China, China

3:20PM  

Coresets Application in Channel Pruning for Fast Neural Network Slimming [#845]

 

Wenfeng Yin, Gang Dong, Yaqian Zhao and Rengang Li

 

1.State Key Laboratory of High-end Server & Storage Technology, Inspur Electronic Information Industry Co., Ltd. 2.Shandong Massive Information Technology Research Institute, China; State Key Laboratory of High-end Server & Storage Technology, Inspur Electronic Information Industry Co., Ltd., China

3:40PM  

Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search [#746]

 

Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao and Jiancheng Lv

 

Sichuan University, China

Session L11: Deep neural networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 6, Chair: Le Xu

2:00PM  

Semi-paired Image-to-Image Translation using Neighbor-based Generative Adversarial Networks [#966]

 

Le Xu, Weiling Cai and Honghan Zhou

 

Nanjing Normal University, China

2:20PM  

Volume-preserving Neural Networks [#1052]

 

Gordon MacDonald, Andrew Godbout, Bryn Gillcash and Stephanie Cairns

 

University of Prince Edward Island, Canada; McGill University, Canada

2:40PM  

Soft and Hard Filter Pruning via Dimension Reduction [#816]

 

Linhang Cai, Zhulin An, Chuanguang Yang and Yongjun Xu

 

Institute of Computing Technology, Chinese Academy of Sciences, China

3:00PM  

Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks [#474]

 

Chunjie Luo, Jianfeng Zhan, Lei Wang and Wanling Gao

 

Institute of Computing Technology, Chinese Academy of Sciences, China

3:20PM  

DSMN: A Personalized Information Retrieval Algorithm Based on Improved DSSM [#794]

 

Sun Weifeng, Zhang Lijun, Chang Kangkang and Yu Shumiao

 

Dalian University of Technology, China

3:40PM  

GraphGen-Redux: a Fast and Lightweight Recurrent Model for Labeled Graph Generation [#1569]

 

Davide Bacciu and Marco Podda

 

University of Pisa, Italy

Session L12: Deep neural networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 7, Chair: Patricia Pereira

2:00PM  

Retrieval Augmentation for Deep Neural Networks [#1458]

 

Rita Parada Ramos, Patricia Pereira, Helena Moniz, Joao Paulo Carvalho and Bruno Martins

 

INESC-ID / Instituto Superior Tecnico, Universidade de Lisboa, Portugal; INESC-ID / Faculdade de Letras, Universidade de Lisboa, Portugal

2:20PM  

RefBERT: Compressing BERT by Referencing to Pre-computed Representations [#259]

 

Xinyi Wang, Haiqin Yang, Liang Zhao, Yang Mo and Jianping Shen

 

U. of California, Santa Barbara, United States; Ping An Life, China

2:40PM  

Combating Word-level Adversarial Text with Robust Adversarial Training [#217]

 

Xiaohu Du, Jie Yu, Shasha Li, Zibo Yi, Hai Liu and Jun Ma

 

National University of Defense Technology, China; Logistical Research Institute of Science and Technology, China

3:00PM  

Linear Program Powered Attack [#1904]

 

Ismaila Seck, Gaelle Loosli and Stephane Canu

 

INSA Rouen, France; PobRun, France

3:20PM  

ZED-TTE: Zone Embedding and Deep Neural Network based Travel Time Estimation Approach [#1448]

 

Chahinez Ounoughi, Taoufik Yeferny and Sadok Ben Yahia

 

Department of Software Science, Tallinn University of Technology, Estonia; Universite de Tunis El Manar, Faculte des Sciences de Tunis, Tunisia

3:40PM  

Beating White-Box Defenses with Black-Box Attacks [#1455]

 

Vera Kumova and Martin Pilat

 

Charles University, Faculty of Mathematics and Physics, Czech Republic

Session L13: Deep neural networks
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 8, Chair: Imad Eddine Ibrahim BEKKOUCH

2:00PM  

Dual Training for Transfer Learning: Application on Medieval Studies [#1350]

 

Imad Eddine Ibrahim Bekkouch, Victoria Eyharabide and Frederic Billiet

 

SCAI, Sorbonne Universite, France; STIH, Sorbonne Universite, France; IReMus, Sorbonne Universite, France

2:20PM  

Rotated Ring, Radial and Depth Wise Separable Radial Convolutions [#304]

 

Wolfgang Fuhl and Enkelejda Kasneci

 

University Tuebingen, Germany

2:40PM  

WLAMr-DDH: Weighted Laterals With Augmentation Mask for Discriminative Deep Hashing for Face Image Retrieval [#1117]

 

Fazail Amin, Arijit Mondal and Jimson Mathew

 

Indian Institute of Technology Patna, India; Indian Institute of Technology Kharagpur, India

3:00PM  

Text to Image Synthesis based on Multi-Perspective Fusion [#682]

 

Zhang Zhiqiang, Fu Chen, Zhou Jinjia, Yu Wenxin and Jiang Ning

 

Hosei University, Japan; Southwest University of Science and Technology, China

3:20PM  

Compressed Superposition of Neural Networks for Deep Learning in Edge Computing [#154]

 

Marko Zeman, Evgeny Osipov and Zoran Bosnic

 

University of Ljubljana, Slovenia; Lulea University of Technology, Sweden

3:40PM  

A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes [#395]

 

Ishwar Venugopal, Jessica Toellich, Michael Fairbank and Scherp Ansgar

 

University of Essex, United Kingdom; Ulm University, Germany

Plenary Poster Session I11: Machine Learning and Deep Learning
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 9, Chair: Zishan Ahmad

P2101  

Unsupervised Approach for Knowledge-Graph Creation from Conversation: The Use of Intent Supervision for Slot Filling [#1551]

 

Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta, Anutosh Maitra, Roshini Ramnani and Pushpak Bhattacharyya

 

Indian Institute of Technology Patna, India; Accenture Technology Lab Bangalore, India

P2102  

Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs [#932]

 

Han Yang, Xiao Yan, Xinyan Dai, Yongqiang Chen and James Cheng

 

The Chinese University of Hong Kong; Southern University of Science and Technology, China

P2103  

ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation [#1072]

 

Trung Tran Quang, Mingu Kang and Daeyoung Kim

 

Korea Advanced Institute of Science and Technology, Korea (South)

P2104  

Semi-supervised medical image classification based on CamMix [#1288]

 

Lingchao Guo, Changjian Wang, Dongsong Zhang, Kele Xu, Zhen Huang, Li Luo and Yuxing Peng

 

National University of Defense Technology, China

P2105  

Object-Centric Representation Learning for Video Question Answering [#1311]

 

Long Hoang Dang, Thao Minh Le, Vuong Le and Truyen Tran

 

Deakin University, Australia

P2106  

Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning [#1276]

 

Arian Bakhtiarnia, Qi Zhang and Alexandros Iosifidis

 

Aarhus University, Denmark

P2107  

A Graph Regularized Point Process Model For Event Propagation Sequence [#909]

 

Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, Shiyu Wang, Shijun Wang and James Zhang

 

Ant Group, China; Nanjing University, China

P2108  

CcGL-GAN: Criss-Cross Attention and Global-Local Discriminator Generative Adversarial Networks for text-to-image synthesis [#201]

 

Xihong Ye and Lu Lu

 

South China University of Technology, China

P2109  

ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation [#896]

 

Jiawei Zhang, Yanchun Zhang and Xiaowei Xu

 

Fudan University, China; Victoria University, Australia; Guangdong Provincial People's Hospital, China

P2110  

Not All Contexts are Important: The Impact of Effective Context in Conversational Neural Machine Translation [#1270]

 

Baban Gain, Rejwanul Haque and Asif Ekbal

 

Department of Computer Science and Engineering, Indian Institute of Technology Patna, India; ADAPT Centre, School of Computing, National College of Ireland, Mayor Street, IFSC, Dublin 1, Ireland, Ireland

P2111  

Compare Network with Task-dependent Embeddings for Few-shot Learning [#865]

 

Lingwei Chen, Ronghua Luo and Defu Zhang

 

South China University of Technology Guangzhou, China, China

P2112  

Batch Normalization Assisted Adversarial Pruning: Towards Lightweight, Sparse and Robust Models [#561]

 

Xiao Wei, Yao Zhu and Shutao Xia

 

Tsinghua University, China; Zhejiang University, China

P2113  

Improving Real Age Estimation from Apparent Age Data [#1721]

 

Danilo Moreira, Eanes Pereira and Marco Alvarez

 

Universidade Federal de Campina Grande, Brazil; University of Rhode Island, United States

P2114  

Virtual_label_expansion-Highlighted_key_features_for_few-shot_learning [#135]

 

Xinlong Hu, Zhenyu Yang, Guojing Liu, Qiao Liu and Hao Wang

 

Qilu University of Technology (ShanDong Academy of Sciences), China

P2115  

Gaussian Prototype Rectification For Few-shot Image Recognition [#214]

 

Jinfu Lin, Junmin Shen and Xiaojian He

 

Computer Science and Engineering, South China University of Technology, China

Plenary Poster Session I12: Machine Learning and Deep Learning
Monday, July 19, 2:00PM-4:00PM, Room: IJCNN Virtual Room 10, Chair: Yuanlin Lin

P2301  

Embedding Extra Knowledge and A Dependency Tree Based on A Graph Attention Network for Aspect-based Sentiment Analysis [#129]

 

Yuanlin Li, Xiao Sun and Meng Wang

 

Hefei University of Technology, China

P2302  

Bi-Adversarial Discrepancy Minimization for Unsupervised Domain Adaptation on 3D Point Cloud [#817]

 

Haoran Tang, Changwei Xu and Jianfei Yang

 

University of Illinois at Urbana-Champaign, United States; University of California, Santa Barbara, United States; Nanyang Technological University, Singapore

P2303  

SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer [#478]

 

Jicheng Li, Yang Feng and Jiao Ou

 

Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China

P2304  

Better Learning and Fusing Multi-Granularity Context Representations for Relevant Response Generation [#663]

 

Jiao Ou and Yang Feng

 

Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS), China

P2305  

Intra-Model Collaborative Learning of Neural Networks [#761]

 

Shijie Fang and Tong Lin

 

Peking University, China; Peking University and Peng Cheng Laboratory, China

P2306  

Adversarial Example Defense Based on the Supervision [#847]

 

Ziyu Yao and Jiaquan Gao

 

Nanjing Normal University, China

P2307  

Multitask Learning Using BERT with Task-Embedded Attention [#1606]

 

Lukasz Maziarka and Tomasz Danel

 

Jagiellonian University, Poland

P2308  

Defense against Adversarial Attacks with an Induced Class [#410]

 

Zhi Xu, Jun Wang and Jian Pu

 

East China Normal University, China; Fudan University, China

P2309  

CTNR: Compress-then-Reconstruct Approach for Multimodal Abstractive Summarization [#788]

 

Chenxi Zhang, Zijian Zhang, Jiangfeng Li, Qin Liu and Hongming Zhu

 

Tongji University, China

P2310  

Structure-Aware Hierarchical Graph Pooling using Information Bottleneck [#1188]

 

Kashob Kumar Roy, Amit Roy, A K M Mahbubur Rahman, M Ashraful Amin and Amin Ahsan Ali

 

Indepedent University Bangladesh, Bangladesh; Independent University, Bangladesh, Bangladesh

P2311  

Training Classifiers that are Universally Robust to All Label Noise Levels [#1937]

 

Jingyi Xu, Tony Q. S. Quek and Kai Fong Ernest Chong

 

Singapore University of Technology and Design, Singapore

P2312  

On-Device Content Moderation [#1974]

 

Anchal Pandey, Sukumar Moharana, Debi Mohanty, Archit Panwar, Dewang Agarwal and Siva Prasad

 

Samsung R&D Bangalore, India

P2313  

FA-IATI: A Framework of Frequency Adaptive and Iterative Attention Interaction for Image-Text Matching [#760]

 

YouXuan Qin, Jing Zhao, Ming Li and Chao Sun

 

Qilu University of Technology(ShanDong Academy of Sciences), China; Shandong University of Traditional Chinese Medicine, China

P2314  

Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction [#1649]

 

Agnieszka Pocha, Tomasz Danel, Sabina Podlewska, Jacek Tabor and Lukasz Maziarka

 

Jagiellonian University, Poland; Jagiellonian University, Ardigen, Poland; Polish Academy of Sciences, Poland

P2315  

Disentanglement based Active Learning [#708]

 

Adarsh Kappiyath, Silpa Vadakkeeveetil Sreelatha and Sumitra Sarada

 

Flytxt Mobile Solutions, India; TCS Research, India; Indian Institute of Space Science and Technology, India

Plenary Talk PleTue1: Fascinating World of Recurrent Networks: A Personal View, Peter Tino
Tuesday, July 20, 8:00AM-9:00AM, Room: IJCNN Virtual Room 1, Chair: Seiichi Ozawa

Plenary Talk PleTue2: Zongben XuXi’an
Tuesday, July 20, 9:00AM-10:00AM, Room: IJCNN Virtual Room 1, Chair: Zhengyi Yang

Session S5b: Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 1, Chair: Dominguez, Enrique (University of Malaga)

10:45AM  

Deep learning-based anomalous object detection system for panoramic cameras managed by a Jetson TX2 board [#1972]

 

Jesus Benito-Picazo, Enrique Dominguez, Esteban J. Palomo, Gonzalo Ramos-Jimenez and Ezequiel Lopez-Rubio

 

Universidad de Malaga, Spain

11:05AM  

Joint Critic Mechanism: A Universal Framework for Multi-targets Visual Navigation [#344]

 

Wang Youzhuo, Zhao Wenzhe, Xia Tian, Zheng Nanning and Ren Pengju

 

Xi'an Jiaotong University, China

11:25AM  

Enhanced transfer learning model by image shifting on a square lattice for skin lesion malignancy assessment [#1040]

 

Karl Thurnhofer-Hemsi, Rosa Maza-Quiroga, Enrique Dominguez, Miguel A. Molina-Cabello and Ezequiel Lopez-Rubio

 

University of Malaga, Spain

11:45AM  

Robustness in Compressed Neural Networks for Object Detection [#1010]

 

Sebastian Cygert and Andrzej Czyzewski

 

Gdansk University of Technology, Poland

12:05PM  

Emergence of Different Modes of Tool Use in a Reaching and Dragging Task [#57]

 

Khuong Nguyen and Yoonsuck Choe

 

Texas AandM University, United States

12:25PM  

Multi-Grounding Navigator for Self-Supervised Vision-and-Language Navigation [#692]

 

Zongkai Wu, Zihan Liu and Donglin Wang

 

Westlake University, China

Session L14: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 2, Chair: Gang Wang

10:45AM  

Mix-hops Graph Convolutional Networks for Skeleton-Based Action Recognition [#41]

 

Gang Wang, Dewei Li and Shuai Jia

 

Shanghai Jiao Tong University, China

11:05AM  

Multi-granularity Pose Fusion Network with Views for Person Re-identification [#768]

 

Yong Liu, Yiming Li, Andy Song and Lin Shang

 

Nanjing University, China; Royal Melbourne Institute of Technology University, Australia

11:25AM  

Modeling Edge Features with Deep Bayesian Graph Networks [#609]

 

Daniele Atzeni, Davide Bacciu, Federico Errica and Alessio Micheli

 

University of Pisa, Italy

11:45AM  

Domain Adaptative Semantic Segmentation by alleviating Long-tail Problem [#1166]

 

Wei Li and Zhixin Li

 

Guangxi Normal University, China

12:05PM  

Semi-supervised Anomaly Detection on Attributed Graphs [#197]

 

Atsutoshi Kumagai, Tomoharu Iwata and Yasuhiro Fujiwara

 

NTT, Japan

12:25PM  

A Generative Bayesian Graph Attention Network for Semi-supervised Classification on Scarce Data [#1970]

 

Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea and Noura Al Moubayed

 

Durham University, United Kingdom

Session L15: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 3, Chair: Zhuang Liu

10:45AM  

Multi-Task Deep Neural Networks for Multi-Document Reading Comprehension [#255]

 

Chang Liu, Zhuang Liu, Wayne Lin and Jun Zhao

 

China Petroleum Materials Procurement Center, China; Dongbei University of Finance and Economics, China; University of Southern California, China; Union Mobile Financial Technology, China

11:05AM  

Multi-Attention Based Spatial-Temporal Graph Convolution Networks for Traffic Flow Forecasting [#851]

 

Jun Hu and Liyin Chen

 

College of Computer Science and Electronic Engineering,Hunan University, China

11:25AM  

Identity-linked Group Channel Pruning for Deep Neural Networks [#756]

 

Zhang Chenxin, Xu Keqin, Liu Jie, Kang Liangyi, Zhou Zhiyang and Ye Dan

 

University of Chinese Academy of Sciences, China; State Key Lab of Computer Sciences, Institute of Software, Chinese Academy of Sciences, University of Chinese Academy of Sciences, China

11:45AM  

An efficient image to column algorithm for convolutional neural networks [#88]

 

Chunye Gong, Chen Xinhai, Lv Shuling, Liu Jie, Yang Bo, Wang QingLin, Bao Weimin, Pang Yufei and Sun Yang

 

National University of Defense Technology, China; Science and Technology on Space Physics Laboratory, China; China Aerodynamics Research and Development Center, China; 32286, Unit of PLA, China

12:05PM  

Continual Correction of Errors Using Smart Memory Replay [#1788]

 

Callum Cory, Diana Benavides-Prado and Yun Sing Koh

 

University of Auckland, New Zealand; Auckland University of Technology, New Zealand

12:25PM  

Comprehensible Convolutional Neural Networks via Guided Concept Learning [#1793]

 

Sandareka Wickramanayake, Wynne Hsu and Mong Li Lee

 

National University of Singapore, Singapore

Session L16: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 4, Chair: Zhengyi Wang

10:45AM  

PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with L0 Regularization [#1259]

 

Zhengyi Wang, Xupeng Wang, Ferdous Sohel and Yong Liao

 

School of Information and Software Engineering, University of Electronic Science and Technology of China, China; Information Technology, Murdoch University, Australia

11:05AM  

LABELNET: Recovering Noisy Labels [#1011]

 

Amirmasoud Ghiassi, Robert Birke, Rui Han and Lydia.Y Chen

 

TU Delft, Netherlands; ABB Future Labs, Switzerland; Beijing Institute of Technology, China

11:25AM  

Context and Knowledge Enriched Transformer Framework for Emotion Recognition in Conversations [#1598]

 

Soumitra Ghosh, Deeksha Varshney, Asif Ekbal and Pushpak Bhattacharyya

 

Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India, India

11:45AM  

Combating False Negatives in Adversarial Imitation Learning [#539]

 

Konrad Zolna, Chitwan Saharia, Leonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau and Yoshua Bengio

 

Jagiellonian University; Mila, Poland; Mila; IIT Bombay, Canada; Operations Research Center, MIT; Mila; Ecole CentraleSupelec, Canada; Mila; U. Montreal, Canada; Mila, Canada; Element AI, a ServiceNow company; Mila; McGill University, Canada; Mila; U. Montreal; CIFAR Senior Fellow, Canada

12:05PM  

A Recurrent Reinforcement Learning Approach for Small Object Detection with Dynamic Refinement [#925]

 

Li Yue, Han Xuechun, Ge Litong, Liu Fanghao, Chai Yimeng, Zhou Xiangchun and Wang Wei

 

Nankai University, China

12:25PM  

Exploring the structure of BERT through Kernel Learning [#1626]

 

Ivano Lauriola, Alberto Lavelli, Alessandro Moschitti and Fabio Aiolli

 

Amazon Alexa AI, Italy; Fondazione Bruno Kessler, Italy; Amazon Alexa AI, United States; University of Padova, Italy

Session L17: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 5, Chair: Luc Giffon

10:45AM  

PSM-nets: Compressing Neural Networks with Product of Sparse Matrices [#1628]

 

Luc Giffon, Stephane Ayache, Hachem Kadri, Thierry Artieres and Ronan Sicre

 

Aix-Marseille Universite, LIS, France; Aix-Marseille Universite, Ecole Centrale Marseille, LIS, France

11:05AM  

BGADAM: Boosting based Genetic-Evolutionary ADAM for Neural Network Optimization [#78]

 

Jiyang Bai, Yuxiang Ren and Jiawei Zhang

 

Florida State University, United States; IFM Lab, Florida State University, United States

11:25AM  

Compressing Deep Neural Network: A Black-Box System Identification Approach [#1605]

 

Ishan Sahu, Arpan Pal, Arijit Ukil and Angshul Majumdar

 

TCS Research, Tata Consultancy Services, India; Indraprastha Institute of Information Technology, India

11:45AM  

Edge Prior and Spatial Attention Fusion Enhanced Hierarchical Multi-Patch Network for Image Deblurring [#1770]

 

Yafeng Zhao, Hui Cui, Binyu Zhao and JiQuan Ma

 

Heilongjiang University, China; La Trobe University, Australia

12:05PM  

SEEN: Few-Shot Classification with SElf-ENsemble [#1772]

 

Weisen Jiang, Yu Zhang and James T. Kwok

 

Hong Kong University of Science and Technology; Southern University of Science and Technology, China

12:25PM  

FOOD: Fast Out-Of-Distribution Detector [#956]

 

Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai and Yuval Elovici

 

Ben-Gurion University of the Negev, Israel

Session L18: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 6, Chair: Abbas Raza Ali

10:45AM  

An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease [#44]

 

Abbas Ali and Marcin Budka

 

NYU, United Arab Emirates; BU, United Kingdom

11:05AM  

Relationship Aware Context Adaptive Feature Selection Framework for Image Parsing [#1920]

 

Basim Azam, Ranju Mandal and Brijesh Verma

 

Central Queensland University, Australia

11:25AM  

Enhancing Neural Architecture Search by Upgrading Weak Components [#1811]

 

Xiaoyang Qu, Jianzong Wang, Jie Liu and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd, China

11:45AM  

Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks [#721]

 

Leo Schwinn, An Nguyen, Rene Raab, Dario Zanca, Bjoern Eskofier, Daniel Tenbrinck and Martin Burger

 

Friedrich-Alexander-University (FAU), Germany

12:05PM  

Variational Autoencoder Inverse Mapper: An End-to-End Deep Learning Framework for Inverse Problems [#1128]

 

Manal Almaeen, Yasir Alanazi, Nobuo Sato, Wally Melnitchouk, Michelle Kuchera and Yaohang Li

 

Old Dominion University, United States; Jefferson Lab, United States; Davidson College, United States

12:25PM  

Multi-Aspect Controlled Response Generation in a Multimodal Dialogue System using Hierarchical Transformer Network [#1284]

 

Mauajama Firdaus, Nidhi Thakur and Asif Ekbal

 

IIT Patna, India

Session L19: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 7, Chair: Xianghong Fang

10:45AM  

Discrete Auto-regressive Variational Attention Models for Text Modeling [#877]

 

Fang Xianghong, Bai Haoli, Li Jian, Xu Zenglin, Lyu Michael and King Irwin

 

The Chinese University of Hong Kong; Harbin Institute of Technology, Shenzhen, China

11:05AM  

Deep Multi-View Learning for Tire Recommendation [#282]

 

Thomas Ranvier, Khalid Benabdeslem, Kilian Bourhis and Bruno Canitia

 

LIRIS, Universite Lyon 1, France; Lizeo IT, France

11:25AM  

Optimism/Pessimism Prediction of Twitter Messages and Users Using BERT with Soft Label Assignment [#1415]

 

Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol and Xiuwen Liu

 

Florida State University, United States; Memorial Sloan Kettering Cancer Center, United States

11:45AM  

Intragroup sparsity for efficient inference [#1065]

 

Zilin Yu, Chao Wang, Xin Wang, Yong Zhao and Xundong Wu

 

Hangzhou Dianzi University, China; Peking University, China; Cerebras Systems, United States; Peking University Shenzhen Graduate School, China

12:05PM  

Automated Graph Representation Learning for Node Classification [#1998]

 

Junwei Sun, Bai Wang and Bin Wu

 

Beijing University of Posts and Telecommunications, China

12:25PM  

Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space [#750]

 

Xuyang Shen, Jo Plested, Sabrina Caldwell and Tom Gedeon

 

the Australian National University, Australia

Session L20: Deep neural networks
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 8, Chair: Eddie Yan

10:45AM  

Do CNNs Encode Data Augmentations? [#798]

 

Eddie Yan and Yanping Huang

 

NVIDIA, United States; Google, United States

11:05AM  

MAIN: Multihead-Attention Imputation Networks [#1001]

 

Spyridon Mouselinos, Kyriakos Polymenakos, Antonis Nikitakis and Konstantinos Kyriakopoulos

 

DeepSea Technologies, Greece; DeepSea Technologies, University of Oxford, Greece; Deepsea Technologies, Greece; Deepsea Technologies, University of Cambridge, Greece

11:25AM  

Vertically-nested Network for Automatic Vessel Segmentation [#10]

 

Song Guo, Xiaojuan Chen and Yueping Kong

 

Xi'an University of Architecture and Technology, China

11:45AM  

Unsupervised Learning of Explainable Parse Trees for Improved Generalisation [#1960]

 

Atul Sahay, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Manjesh Kumar Hanawal and Kavi Arya

 

IIT Bombay, India

12:05PM  

VisDG: Towards Spontaneous Visual Dialogue Generation [#627]

 

Qichuan Yang, Liuxin Zhang, Yang Zhang and Jinghua Gao

 

Research and Development of Lenovo, China

12:25PM  

Attention and Adaptive Bilinear Matching Network for Cross-Domain Few-Shot Defect Classification of Industrial Parts [#733]

 

Sa Liangbing, Yu Chongchong, Chen Ziyan, Zhao Xia and Yang Yafeng

 

Beijing Technology and Business University, China; Civil Aviation Universitu of China, China

Plenary Poster Session I13: Machine Learning and Deep Learning
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 9, Chair: Zhang Lu-ning

P2501  

Universal Transformer Hawkes process [#589]

 

Lu-ning Zhang, Jian-wei Liu, Zhi-yan Song, Xin Zuo, Wei-min Li and Ze-yu Liu

 

China University of Petroleum, Beijing (CUP), China; Shanghai University, China

P2502  

Heterogeneous Graph Gated Attention Network [#1127]

 

Shuai Ma, Jian-wei Liu, Xin Zuo and Wei-min Li

 

China University of Petroleum , Beijing, China; Shanghai University, China

P2503  

ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs [#1537]

 

Dayananda Herurkar, Philipp Blandfort, Federico Raue, Joern Hees and Andreas Dengel

 

DFKI - German Research Center for Artificial Intelligence, Germany

P2504  

SDAPNet: End-to-End Multi-task Simultaneous Detection and Prediction Network [#230]

 

Shanding Ye, Han Yao, Wenfu Wang, Yongjian Fu and Zhijie Pan

 

College of Computer Science and Technology, Zhejiang University, China

P2505  

An Image Captioning Approach Using Dynamical Attention [#202]

 

Changzhi Wang and Xiaodong Gu

 

Fudan University, China

P2506  

Generating full-view face images from asingle-view image [#2021]

 

Leizhong Lei, Bai ChangMin and Li Jianfeng

 

SouthWest University, China

P2507  

Automatic Cataract Detection with Multi-Task Learning [#557]

 

Hongjie Wu, Jiancheng Lv and Jian Wang

 

College of Computer science, Sichuan University, China

P2508  

AST-path Based Compare-Aggregate Network for Code Clone Detection [#335]

 

Hongliang Liang and Lu Ai

 

Beijing University of Posts and Telecommunications, China

P2509  

Attribute Centered Multimodal Response Generation in a Dialogue System [#1229]

 

Mauajama Firdaus, Arunav Pratap Shandilya, Sthita Pragyan Pujari and Asif Ekbal

 

IIT Patna, India; IIIT Bhubaneshwar, India

P2510  

Spatial-Temporal Dynamic Graph Convolution Neural Network for Air Quality Prediction [#1081]

 

Xiaocao Ouyang, Yan Yang, Yiling Zhang and Wei Zhou

 

Southwest Jiaotong University, China

P2511  

A Multitask Learning Approach for Fake News Detection: Novelty, Emotion, and Sentiment Lend a Helping Hand [#1571]

 

Rina Kumari, Nischal Ashok, Tirthankar Ghosal and Asif Ekbal

 

Indian Institute of Technology Patna, India; Institute of Formal and Applied Linguistics, Charles University, Czech Republic

P2512  

CAQ:Context-Aware Quantization via Reinforcement Learning [#435]

 

Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren and Nanning Zheng

 

Xi'an Jiaotong University, China

P2513  

Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification [#859]

 

Wenkang Li, Ke Qi, Wenbin Chen and Yicong Zhou

 

Guangzhou University, China; University of Macau

P2514  

Noisy Mammogram Classification Method Based on New Weighted Fusion Framework [#269]

 

Zhao Jianhui, Feng Saifeng, Yang Jing, Yuan Zhiyong, Zhao Wenyuan and Zhang Tingbao

 

School of Computer Science of Wuhan University, China; Zhongnan Hospital of Wuhan University, China

P2515  

Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network [#606]

 

Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M Ashraful Amin and A K M Mahbubur Rahman

 

Student, Bangladesh; Associate Professor, Bangladesh; Professor, Bangladesh; Assistant Professor, Bangladesh

Plenary Poster Session I14: Machine Learning and Deep Learning
Tuesday, July 20, 10:45AM-12:45PM, Room: IJCNN Virtual Room 10, Chair: Guo Yunting

P2701  

FUNC-ESIM: A Dual Pairwise Attention Network for Cross-version Binary Function Matching [#895]

 

Degang Sun, Yunting Guo, Min Yu, Gang Li, Chao Liu, Jianguo Jiang and Weiqing Huang

 

Chinese Academy of Sciences, China; Deakin University, Australia

P2702  

MCDALNet: Multi-scale Contextual Dual Attention learning Network for Medical Image Segmentation [#2016]

 

Pengcheng Guo, Xiangdong Su, Haoran Zhang and Feilong Bao

 

Inner Mongolia Key Laboratory of Mongolian Information Processing Technology College of Computer Science, Inner Mongolia University, China

P2703  

Local Tangent Generative Adversarial Network for Imbalanced Data Classification [#959]

 

Li Zhihao, Yang KaiXiang, Yu Zhiwen, Shi Yifan, Xu Yuhong and Chen C. L. Philip

 

South China University of Technology, China; Zhejiang University, China

P2704  

Adversarially Smoothed Feature Alignment for Visual Domain Adaptation [#1264]

 

Mohamed Azzam, Si Wu, Yang Zhang, Aurele Tohokantche Gnanha and Hau-San Wong

 

Department of Computer Science, City University of Hong Kong; School of Computer Science and Engineering, South China University of Technology, China

P2705  

Stochastic Gradient Langevin Dynamics with Variance Reduction [#1417]

 

Zhishen Huang and Stephen Becker

 

Michigan State University, United States; University of Colorado Boulder, United States

P2706  

Towards Unbiased Random Features with Lower Variance For Stationary Indefinite Kernels [#642]

 

Qin Luo, Kun Fang, Jie Yang and Xiaolin Huang

 

Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, China

P2707  

Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings [#1750]

 

Utkarsh Sarawgi, Rishab Khincha, Wazeer Zulfikar, Satrajit Ghosh and Pattie Maes

 

Massachusetts Institute of Technology, United States; Massachusetts Institute of Technology, India

P2708  

Analysis of Trainability of Gradient-based Multi-environment Learning from Gradient Norm Regularization Perspective [#162]

 

Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida and Masato Okada

 

The University of Tokyo, Japan; KARAKURI Inc., Japan

P2709  

Task-adaptive Relation Dependent Network for Few-shot Learning [#1258]

 

Xi He, Fanzhang Li and Li Liu

 

Soochow University, China

P2710  

Image Modeling with Deep Convolutional Gaussian Mixture Models [#1930]

 

Alexander Gepperth and Benedikt Pfuelb

 

University of Applied Sciences Fulda, Germany

P2711  

Improving Meta-Learning Classification with Prototype Enhancement [#1351]

 

Xiaohang Pan, Fanzhang Li and Li Liu

 

School of Computer Science and Technology, Soochow University, China

P2712  

Stochastic Intervention for Causal Effect Estimation [#726]

 

Dung Duong, Qian Li and Guandong Xu

 

University of Technology Sydney, Australia

P2713  

A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection [#111]

 

Jiarui Xie, Thierry Chateau and Violaine Antoine

 

Clermont Auvergne University, France

P2714  

A Compressed Hidden Naive Bayesian Classifier [#106]

 

Ou Guiliang, He Yulin and Huang Joshua Zhexue

 

Shenzhen University, China

P2715  

Triplet Knowledge Distillation Networks for Model Compression [#367]

 

Jialiang Tang, Ning Jiang, Wenxin Yu and Wenqing Wu

 

College of Computer Science and Technology, Southwest University of Science and Technology, China; College of Science, Southwest University of Science and Technology, China

Session S24a: Data Analytics and Computation Intelligence
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 1, Chair: Prasad, Mukesh

1:00PM  

TT2INet: Text to Photo-realistic Image Synthesis with Transformer as Text Encoder [#1336]

 

Jianwei Zhu, Zhixin Li and Huifang Ma

 

Guangxi Normal University, China; College of Computer Science and Engineering, Northwest Normal University, China

1:20PM  

Anomaly Detection in X-ray Security Imaging: a Tensor-Based Learning Approach [#767]

 

Mohamad Naji, Ali Anaissi, Ali Braytee and Madhu Goyal

 

University of Technology Sydney, Australia; The University of Sydney, Australia

1:40PM  

Research on Inversion Algorithm of the Power Transmission Corridor Information Based on Radar Ranging [#274]

 

Qin Deng, Mu Lin, Zhongcai Qiu, Xinyu Tang, Zhipeng Zhou and Kun Yang

 

School of Electrical Engineering, Southwest Jiaotong University, China; State Key Laboratory of Power Transmission Equipment & System Security and New Technology,Chongqing University, China

2:00PM  

Short-Term Spatial-Temporal Wind Power Forecast through Alternate Feature Extraction [#1591]

 

Tianyu Hu, Kailong Liu and Huimin Ma

 

University of Science and Technology Beijing, China; University of Warwick, United Kingdom

2:20PM  

User Preference Prediction in Visual Data on Mobile Devices [#1504]

 

Andrey Savchenko

 

HSE University, Russia

2:40PM  

Outlier Detection by Privacy-Preserving Ensemble Decision Tree Using Homomorphic Encryption [#1393]

 

Kengo Itokazu, Lihua Wang and Seiichi Ozawa

 

Kobe University, Japan; NICT, Japan

Session L21: Deep neural networks
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 2, Chair: Junzheng Wu

1:00PM  

Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences [#375]

 

Junzheng Wu, Eric Paquet, Herna Viktor and Wojtek Michalowski

 

University of Ottawa, Canada; National Research Council, Canada

1:20PM  

Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution [#268]

 

Boyan Xu and Hujun Yin

 

The University of Manchester, United Kingdom

1:40PM  

A Novel Training Strategy for Deep Learning Model Compression Applied to Viral Classifications [#279]

 

Marcelo Fernandes and H. T. Kung

 

UFRN, Brazil; Harvard, United States

2:00PM  

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition [#1506]

 

Jacek Komorowski, Monika Wysoczanska and Tomasz Trzcinski

 

Warsaw University of Technology, Poland

2:20PM  

Learning to Binarize Convolutional Neural Networks with Adaptive Neural Encoder [#272]

 

Shuai Zhang, Fangyuan Ge, Rui Ding, Haijun Liu and Xichuan Zhou

 

Chongqing University, China

2:40PM  

Fast Interactive Video Object Segmentation with Graph Neural Networks [#1703]

 

Viktor Varga and Andras Lorincz

 

Eotvos Lorand University, Budapest, Hungary

Session L22: Deep neural networks
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 3, Chair: Baopu Li

1:00PM  

Cursor-based Adaptive Quantization for Deep Convolutional Neural Network [#345]

 

Baopu Li, Yanwen Fan, Zhihong Pan, Zhiyu Cheng and Gang Zhang

 

Baidu Research(USA), United States; Baidu, China

1:20PM  

Phase Space Reconstruction Network for Lane Intrusion Action Recognition [#518]

 

Ruiwen Zhang, Zhidong Deng, Hongsen Lin and Hongchao Lu

 

Tsinghua University, China

1:40PM  

Predicting Conversation Outcomes Using Multimodal Transformer [#1773]

 

Can Li, Wenbo Wang, Bitty Balducci, Detelina Marinova and Yi Shang

 

University of Missouri, United States; Washington State University, United States

2:00PM  

Learn and Visually Explain Deep Fair Models: an Application to Face Recognition [#415]

 

Danilo Franco, Luca Oneto, Nicolo' Navarin and Davide Anguita

 

University of Genoa, Italy; University of Padua, Italy

2:20PM  

Neural Plasticity Networks [#1915]

 

Yang Li and Shihao Ji

 

Georgia State University, United States

2:40PM  

Deblur-YOLO: Real-Time Object Detection with Efficient Blind Motion Deblurring [#595]

 

Shen Zheng, YuXiong Wu, Shiyu Jiang, Changjie Lu and Gaurav Gupta

 

College of Science and Technology Wenzhou-Kean University, Wenzhou, China, China

Session L23: Other topics in ANN
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 4, Chair: Chengqiang Huang

1:00PM  

Adaptive Retraining for Neural Network Robustness in Classification [#412]

 

Ruozhu Yao, Chengqiang Huang, Zheng Hu and Ke Pei

 

Huawei Technology Co., Ltd., China

1:20PM  

PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs [#1099]

 

Vidhya Kamakshi, Uday Gupta and Narayanan C Krishnan

 

Indian Institute of Technology Ropar, India

1:40PM  

Noise Space Optimization for GANs [#1739]

 

Matthew Amodio and Smita Krishnaswamy

 

Yale University, United States

2:00PM  

A New Approach to Design Symmetry Invariant Neural Networks [#481]

 

Piotr Kicki, Piotr Skrzypczynski and Mete Ozay

 

Poznan University of Technology, Poland; None, United Kingdom

2:20PM  

AdvCGAN: An Elastic and Covert Adversarial Examples Generating Framework [#559]

 

Wang Baoli, Fan Xinxin, Jing Quanliang, Tan Haining and Bi Jingping

 

University of Chinese Academy of Sciences; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

2:40PM  

COPS: Controlled Pruning Before Training Starts [#641]

 

Paul Wimmer, Jens Mehnert and Alexandru Condurache

 

Robert Bosch GmbH / University of Luebeck, Germany; Robert Bosch GmbH, Germany

Session L24: Other topics in ANN
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 5, Chair: Seira Hidano

1:00PM  

TransMIA: Membership Inference Attacks Using Transfer Shadow Training [#773]

 

Seira Hidano, Takao Murakami and Yusuke Kawamoto

 

KDDI Research, Inc., Japan; National Institute of Advanced Industrial Science and Technology, Japan

1:20PM  

Target detection based on Parameter Derived Network [#924]

 

Yuanzhong Zhang, Jun Lu and Shuxuan Feng

 

College of Computer Science and Technology Heilongjiang University, China

1:40PM  

Dynamic Narrowing of VAE Bottlenecks Using GECO and L0 Regularization [#339]

 

Cedric De Boom, Samuel Wauthier, Tim Verbelen and Bart Dhoedt

 

IDLab - Department of Information Technology, Ghent University - imec, Belgium

2:00PM  

Multimodal Traffic Travel Time Prediction [#1894]

 

Fan Shizhen, Li Jianbo, Lv Zhiqiang and Zhao Aite

 

College of computer science and technology, Qingdao University, China

2:20PM  

Semantically Constrained Document-Level Chinese-Mongolian Neural Machine Translation [#1002]

 

Haoran Li, Hongxu Hou, Nier Wu, Xiaoning Jia and Xin Chang

 

College of Computer Science,Inner Mongolia University, China

2:40PM  

Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations [#417]

 

Pongpisit Thanasutives, Masayuki Numao and Ken-ichi Fukui

 

Osaka University, Japan

Session L25: Supervised Learning
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 6, Chair: Ismail Alkhouri

1:00PM  

Targeted Attacks in Hierarchical Settings via Convex Programming [#1585]

 

Ismail Alkhouri and George Atia

 

University of Central Florida, United States

1:20PM  

Class Equilibrium using Coulomb's Law [#1870]

 

Saheb Chhabra, Puspita Majumdar, Mayank Vatsa and Richa Singh

 

IIIT-Delhi, India; IIT Jodhpur, India

1:40PM  

Concept Matching for Low-Resource Classification [#85]

 

Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras and Sebastian Riedel

 

University of Pisa, Italy; Facebook AI Research, United Kingdom

2:00PM  

Density-Fixing: Simple yet Effective Regularization Method based on the Class Priors [#952]

 

Masanari Kimura and Izawa Ryohei

 

Ridge-i inc., Japan

2:20PM  

Exploring Label Correlations for Partitioning the Label Space in Multi-label Classification [#858]

 

Elaine Cecilia Gatto, Mauri Ferrandin and Ricardo Cerri

 

UFSCar, Brazil; UFSC, Brazil

2:40PM  

Importance Reweighting for Biquality Learning [#120]

 

Pierre Nodet, Vincent Lemaire, Alexis Bondu and Antoine Cornuejols

 

Orange Labs, France; AgroParisTech, France

Session L26: Supervised Learning
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 7, Chair: Ankita Singh

1:00PM  

From Weakly Supervised Learning to Biquality Learning: an Introduction [#119]

 

Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuejols and Adam Ouorou

 

Orange Labs, France; AgroParisTech, France

1:20PM  

Deep Active Learning with Relative Label Feedback: An Application to Facial Age Estimation [#793]

 

Ankita Singh and Shayok Chakraborty

 

Florida State University, United States

1:40PM  

Numerical Exploration of Training Loss Level-Sets in Deep Neural Networks [#1745]

 

Naveed Tahir and Garrett Ethan Katz

 

Syracuse University, United States

2:00PM  

Privacy-Preserving Fair Machine Learning Without Collecting Sensitive Demographic Data [#363]

 

Hui Hu, Mike Borowczak and Zhengzhang Chen

 

University of Wyoming, United States; Northwestern University, United States

2:20PM  

Complex Network Measures for Data Classification [#1906]

 

Murillo G. Carneiro, Barbara C. Gama and Otavio S. Ribeiro

 

Federal University of Uberlandia, Brazil

2:40PM  

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics [#97]

 

Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov and Marcus Liwicki

 

Lulea Technical University, Sweden; Department of Computer Science ETH Zurich, Switzerland; UC Berkley, United States

Session L27: Unsupervised learning and clustering
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 8, Chair: Xiucai Ye

1:00PM  

Spectral Clustering Joint Deep Embedding Learning by Autoencoder [#1590]

 

Xiucai Ye, Chunhao Wang, Akira Imakura and Tetsuya Sakurai

 

University of Tsukuba, Japan

1:20PM  

Reliable Agglomerative Clustering [#1589]

 

Morteza Haghir Chehreghani

 

Chalmers University of Technology, Sweden

1:40PM  

Deep Successive Subspace Learning for Data Clustering [#1789]

 

Mohammadreza Sadeghi and Narges Armanfard

 

McGill University, Mila - Quebec AI Institute, Canada

2:00PM  

Self-supervised Deep Correlational Multi-view Clustering [#1070]

 

Bowen Xin, Shan Zeng and Xiuying Wang

 

University of Sydney, Australia; Wuhan Polytechnic University, China

2:20PM  

Generative Adversarial Networks: A Likelihood Ratio Approach [#1608]

 

Kalliopi Basioti and George Moustakides

 

Rutgers University, United States; University of Patras, Greece

2:40PM  

Selective Adversarial Adaptation Learning via Exclusive Regularization for Partial Domain Adaptation [#999]

 

Ping Li, Linlin Shen, Hefei Ling, Lei Wu, Qian Wang and Chuang Zhao

 

Huazhong University of Science and Technology, China

Plenary Poster Session I15: Machine Learning and Deep Learning
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 9, Chair: Jie Liu

P2901  

Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices [#1268]

 

Jie Liu, Jianzong Wang, Xiaoyang Qu, Bo Chen, Zihang Wei and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd, China

P2902  

Two-Dimensional Learning Rate Decay: Towards Accurate Federated Learning with Non-IID Data [#1185]

 

Kaiwei Mo, Chen Chen, Jiamin Li, Hong Xu and Chun Jason Xue

 

City University of Hong Kong; Theory Lab, Huawei HK, Hong Kong; The Chinese University of Hong Kong

P2903  

Label Distribution Learning by Mining Local Label Correlations in Self-regulating Clusters Independent of Sample Distance [#1410]

 

Yizhen Jing, Youfang Lin, Yiji Zhao and Zhihao Wu

 

Beijing Jiaotong University, China

P2904  

Generative Feature Replay with Orthogonal Weight Modification for Continual Learning [#632]

 

Gehui Shen, Song Zhang, Xiang Chen and Zhi-Hong Deng

 

School of Electronics Engineering and Computer Science, Peking University, China

P2905  

Efficient computation of contrastive explanations [#81]

 

Andre Artelt and Barbara Hammer

 

Bielefeld University, Germany

P2906  

Guiding Neural Machine Translation with Retrieved Translation Template [#599]

 

Shang Wei, Feng Chong, Zhang Tianfu and Xu Da

 

Beijing Institute of Technology, China

P2907  

Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning [#1043]

 

Tien Dung Nguyen, David Jacob Kedziora, Katarzyna Musial and Bogdan Gabrys

 

School of Computer Science, University of Technology Sydney, Australia

P2908  

Overcoming Catastrophic Forgetting with Gaussian Mixture Replay [#1698]

 

Benedikt Pfuelb and Alexander Gepperth

 

Fulda University of Applied Sciences, Germany

P2909  

Concept Drift Detection via Boundary Shrinking [#1810]

 

Yoshihiro Okawa and Kenichi Kobayashi

 

Fujitsu Laboratories Ltd., Japan

P2910  

PP-RCNN: Point-Pillars Feature Set Abstraction for 3D Real-time Object Detection [#360]

 

Jiayin Tu, Ping Wang and Fuqiang Liu

 

Tongji University, China

P2911  

Generate and Revise: Reinforcement Learning in Neural Poetry [#658]

 

Andrea Zugarini, Luca Pasqualini, Stefano Melacci and Marco Maggini

 

University of Florence, Italy; University of Siena, Italy

P2912  

An Investigation of Replay-based Approaches for Continual Learning [#1966]

 

Benedikt Bagus and Alexander Gepperth

 

Hochschule Fulda, Germany

P2913  

Finite-Time Synchronization Under Aperiodically Intermittent Control and its Application on Spatially Coupled Reaction-Diffusion Neural Networks [#640]

 

Xiwei Liu and Yuntao Wei

 

Tongji University, China

P2914  

Understanding Neural Responses to Face Verification of Cross-Domain Representations [#1577]

 

Maneet Singh, Shruti Nagpal, Daksha Yadav, Naman Kohli, Prateekshit Pandey, Gokulraj Prabhakaran, Richa Singh, Mayank Vatsa, Afzel Noore, Julie Brefczynski-Lewis and Harsh Mahajan

 

IIIT-Delhi, India; WVU, United States; UPENN, United States; Otto-von-Guericke University, Germany; IIT Jodhpur, India; Texas A&M, Kingsville, United States; Mahajan Labs, India

P2915  

Solving the Shepherding Problem: ImitationLearning Can Acquire the Switching Algorithm [#77]

 

Clark Kendrick Go, Nishanth Koganti and Kazushi Ikeda

 

Ateneo de Manila University, Philippines; GEP Worldwide, India; Nara Institute of Science and Technology, Japan

Plenary Poster Session I16: Machine Learning and Deep Learning
Tuesday, July 20, 1:00PM-3:00PM, Room: IJCNN Virtual Room 10, Chair: Yue Gao

P3101  

Out-of-Distribution Detection with Uncertainty Enhanced Attention Maps [#1131]

 

Yue Gao and Qinliang Su

 

Sun Yat-sen University, China; Sun Yat-Sen University, China

P3102  

Word Sense Disambiguation based on Sequence Topic Model using sense dependency modeling [#1300]

 

Qi Yang, Ruixuan Li, Yuhua Li and Xiwu Gu

 

Huazhong University of Science and Tecnnology, China

P3103  

Neural Blockmodeling for Multilayer Networks [#1921]

 

Marcin Pietrasik and Marek Reformat

 

University of Alberta, Canada

P3104  

Parametric q-Gaussian distributed stochastic neighbor embedding with Convolutional Neural Network [#178]

 

Motoshi Abe, Junichi Miyao and Takio Kurita

 

Hiroshima University, Japan

P3105  

Accelerating t-SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics [#250]

 

Valentin Delchevalerie, Alexandre Mayer, Adrien Bibal and Benoit Frenay

 

University of Namur, Belgium

P3106  

Optimizing Data Locality and Termination Criterion for t-SNE [#1774]

 

Doga Dikbayir, Balasubramaniam Shanker and Hasan Metin Aktulga

 

Michigan State University, United States

P3107  

Hierarchical Attention Transformer Networks for Long Document Classification [#1366]

 

Yongli Hu, Puman Chen, Tengfei Liu, Junbin Gao, Yanfeng Sun and Baocai Yin

 

Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, Faculty of Information Technology, Beijing University of Technology, China; Discipline of Business Analytics, The University of Sydney Business School, The University of Sydney, Australia

P3108  

Multi-Label Streaming Feature Selection via Class-Imbalance Aware Rough Set [#219]

 

Yizhang Zou, Xuegang Hu, Peipei Li and Junlong Li

 

Hefei University of Technology, China

P3109  

Scene Image Classification Based on Improved VLAD Reprensentation [#160]

 

Zhiyi Zhang, Xianzhong Long and Yun Li

 

Nanjing University of Posts and Telecommunications, China

P3110  

Multi-view subspace clustering with consistent and view-specific latent factors and coefficient matrices [#590]

 

Run-kun Lu, Jian-wei Liu, Xin Zuo and Wei-min Li

 

China University of Petroleum, Beijing, China; Shanghai University, China

P3111  

RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning [#314]

 

Hengzhe Zhang and Aimin Zhou

 

East China Normal University, China

P3112  

An Intrusion Detection System based on PSO-GWO Hybrid Optimized Support Vector Machine [#521]

 

Kexin Li, Yong Zhang and Shuai Wang

 

Liaoning Normal University, China

P3113  

Seasonal-Trend decomposition based on Loess + Machine Learning: Hybrid Forecasting for Monthly Univariate Time Series [#1523]

 

Gabriel Silvestre, Santos Moises and Carvalho Andre

 

University of Sao Paulo, Brazil

P3114  

It's Hard for Neural Networks to Learn the Game of Life [#724]

 

Jacob M. Springer and Garrett T. Kenyon

 

Swarthmore College, United States; Los Alamos National Laboratory, United States

Session L28: Unsupervised learning and clustering
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 1, Chair: Francesco Tonin

3:30PM  

Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine [#1665]

 

Francesco Tonin, Arun Pandey, Panagiotis Patrinos and Johan A. K. Suykens

 

KU Leuven, Belgium

3:50PM  

HCt-SNE: Hierarchical Constraints with t-SNE [#11]

 

Viet Minh Vu, Adrien Bibal and Benoit Frenay

 

University of Namur, Belgium

4:10PM  

iPMDS: Interactive Probabilistic Multidimensional Scaling [#340]

 

Viet Minh Vu, Adrien Bibal and Benoit Frenay

 

University of Namur, Belgium

4:30PM  

Deep Transfer Learning Remaining Useful Life Prediction of Different Bearings [#948]

 

Juan Xu, Mengting Fang, Weihua Zhao, Yuqi Fan and Xu Ding

 

Hefei University of Technology, China; Luoyang Bearing Research Institute Co. Ltd, China

4:50PM  

Learning Associations between Features and Clusters: An Interpretable Deep Clustering Method [#458]

 

Hao Huang, Weizhong Yan, Feng Xue, Tianyi Wang, Shinjae Yoo and Chenxiao Xu

 

GE Global Research, United States; Brookhaven National Lab, United States; Stony Brook University, United States

5:10PM  

Unsupervised Controllable Generation with Self-Training [#1202]

 

Grigorios Chrysos, Jean Kossaifi, Zhiding Yu and Anima Anandkumar

 

EPFL, Switzerland; Nvidia, United States

Session L29: Other topics Machine Learning
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 2, Chair: Seita Kono

3:30PM  

Wasserstein Distance-Based Domain Adaptation and Its Application to Road Segmentation [#777]

 

Seita Kono, Takaya Ueda, Enrique Arriaga-Varela and Ikuko Nishikawa

 

Ritsumeikan University, Japan; Stroly Inc., Japan

3:50PM  

Fusion of Multiple Spatial Networks Derived from Complex-Valued fMRI Data via CNN Classification [#820]

 

Niu Yan-Wei, Zhang Chao-Ying, Qiu Yue, Lin Qiu-Hua, Sui Jing and Calhoun Vince D

 

School of Information and Communication Engineering Dalian University of Technology, China; National Laboratory of Pattern Recognition Institute of Automation University Chinese Academy of Sciences, China; Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, United States

4:10PM  

Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization [#397]

 

Yiwen Liao, Raphael Latty and Bin Yang

 

University of Stuttgart, Germany; Advantest Europe GmbH, Germany

4:30PM  

Exploring Autoencoders for Feature Extraction in Multi-target Classification [#991]

 

Brendon Cambui, Rafael Mantovani and Ricardo Cerri

 

Federal University of Sao Carlos, Brazil; Federal Technology University of Parana, Brazil

4:50PM  

Multi-label Local-to-Global Feature Selection [#382]

 

Yan Zhong, Xingyu Wu, Bingbing Jiang and Huanhuan Chen

 

University of Science and Technology of China, China; Hangzhou Normal University, China

5:10PM  

Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks [#168]

 

Giorgio Morales, John Sheppard, Riley Logan and Joseph Shaw

 

Montana State University, United States

Session L30: Other topics Machine Learning
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 3, Chair: Yidan Zhang

3:30PM  

Improvement of Efficiency in Evolutionary Pruning [#240]

 

Yidan Zhang, Youheng Zhen, Zhenan He and Gray G. Yen

 

Sichuan University, China; Oklahoma State University, United States

3:50PM  

Federated Learning with Extreme Label Skew: A Data Extension Approach [#2031]

 

Saheed Tijani, Xingjun Ma, Ran Zhang, Frank Jiang and Robin Doss

 

Deakin Uni, Australia

4:10PM  

A New Particle Competition Model for Community Detection with Application in Functional Brain Networks [#1017]

 

Paulo Henrique Lima de Paula and Liang Zhao

 

Universidade de Sao Paulo, Brazil

4:30PM  

Neural Multigrid Architectures [#1631]

 

Vladimir Fanaskov

 

Skoltech, Russian Federation

4:50PM  

Evolutionary Generative Adversarial Networks with Crossover Based Knowledge Distillation [#267]

 

Junjie Li, Junwei Zhang, Xiaoyu Gong and Shuai Lu

 

Jilin University, China

5:10PM  

Confident Interpretations of Black Box Classifiers [#1992]

 

Nedeljko Radulovic, Albert Bifet and Fabian Suchanek

 

LTCI, Telecom Paris, Institute Polytechinque de Paris, Paris, France

Session L31: Other topics Machine Learning
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 4, Chair: Xinyu Ran

3:30PM  

Dynamic Margin for Federated Learning with Imbalanced Data [#567]

 

Xinyu Ran, Liang Ge and Linlin Zhong

 

Southeast University, China; Hangzhou Dianzi University, China

3:50PM  

CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification [#980]

 

Mingu Kang, Trung Quang Tran, Seungju Cho and Daeyoung Kim

 

Korea Advanced Institute of Science and Technology, Korea (South)

4:10PM  

Local Interpretable Explanations for GBDT [#1881]

 

Xin Qiu, Rui Zhang, Honggang Xu and Xin Li

 

East China Normal University, China

4:30PM  

Born-Again Decision Boundary: Unsupervised Concept Drift Detection by Inspector Neural Network [#1928]

 

Hiroaki Kingetsu and Kenichi Kobayashi

 

Fujitsu Laboratory Ltd., Japan

4:50PM  

Loss-based Active Learning for Name Entity Recognition [#1814]

 

Linh Le, Tien Nguyen, Guido Zuccon and Gianluca Demartini

 

University of Queensland, Australia; Hung Yen University of Technology and Education, Viet Nam

5:10PM  

Private FLI: Anti-Gradient Leakage Recovery Data Privacy Architecture [#921]

 

Huichao Wang, Wei Yang, Bangzhou Xin, Yangyang Geng, Zhenbo Shi and Liusheng Huang

 

University of Science and Technology of China, China

Session L32: Reinforcement learning and adaptive dynamic programming
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 5, Chair: Ifrah Saeed

3:30PM  

Domain-Aware Multiagent Reinforcement Learning in Navigation [#1054]

 

Ifrah Saeed, Andrew C. Cullen, Sarah Erfani and Tansu Alpcan

 

The University of Melbourne, Australia

3:50PM  

Planning-integrated Policy for Efficient Reinforcement Learning in Sparse-reward Environments [#880]

 

Christoper Wulur, Cornelius Weber and Stefan Wermter

 

University of Hamburg, Germany

4:10PM  

Columba: A New Approach to Train an Agent for Autonomous Driving [#1959]

 

Yang Ruiyang, Tang Hongyin, Jin Beihong and Liu Kunchi

 

University of Chinese Academy of Sciences, China

4:30PM  

A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs [#1079]

 

Xiangnan Zhong and Haibo He

 

Florida Atlantic University, United States; University of Rhode Island, United States

4:50PM  

An Empirical Analysis of Measure-Valued Derivatives for Policy Gradients [#1360]

 

Joao Carvalho, Davide Tateo, Fabio Muratore and Jan Peters

 

Technische Universitaet Darmstadt, Germany

5:10PM  

Adaptive Advantage Estimation for Actor-Critic Algorithms [#419]

 

Yurou Chen, Fengyi Zhang and Zhiyong Liu

 

1. The State Key Lab of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences. 2. School of Artificial Intelligence, University of Chinese Academy of Sciences., China; 1. The State Key Lab of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences. 2. School of Artificial Intelligence, University of Chinese Academy of Sciences. 3. The Center for Excellence in Brain Science and In, China

Session L33: Reinforcement learning and adaptive dynamic programming
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 6, Chair: Muhammad Burhan Hafez

3:30PM  

Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision [#1552]

 

Julien Scholz, Cornelius Weber, Muhammad Burhan Hafez and Stefan Wermter

 

University of Hamburg, Germany

3:50PM  

Semantic Extraction for Sentence Representation via Reinforcement Learning [#1355]

 

Fengying Yu, Dewei Tao, Jianzong Wang, Yanfei Hui, Ning Cheng and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd., China

4:10PM  

Learning to Play Hard Exploration Games Using Graph-guided Self-navigation [#1879]

 

Zhao Enmin, Yan Renye, Li Kai, Li Lijuan and Xing Junliang

 

Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, China; School of Artificial Intelligence, University of Chinese Academy of Sciences; Institute of Automation, Chinese Academy of Sciences;, China; Institute of Automation, Chinese Academy of Sciences, China

4:30PM  

FoLaR: Foggy Latent Representations for Reinforcement Learning with Partial Observability [#650]

 

Hardik Meisheri and Harshad Khadilkar

 

TCS Research, India

4:50PM  

Reinforcement Learning with Potential Functions Trained to Discriminate Good and Bad States [#1263]

 

Chen Yifei, Kasaei Hamidreza, Schomaker Lambert and Wiering Marco

 

University of Groningen, Netherlands

5:10PM  

Dynamic Planning Networks [#1779]

 

Norman Tasfi and Miriam Capretz

 

University Of Western Ontario, Canada

Session L34: Reinforcement learning and adaptive dynamic programming
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 7, Chair: Qiangxing Tian

3:30PM  

Unsupervised Discovery of Transitional Skills for Deep Reinforcement Learning [#662]

 

Qiangxing Tian, Jinxin Liu, Guanchu Wang and Donglin Wang

 

Zhejiang University, China; Westlake University, China

3:50PM  

Sequential and Dynamic constraint Contrastive Learning for Reinforcement Learning [#973]

 

Weijie Shen, Lei Yuan, Junfu Huang, Songyi Gao, Yuyang Huang and Yang Yu

 

Nanjing University, China; Polixir Technologies, China

4:10PM  

Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning [#1947]

 

Salman Sadiq Shuvo, Md Rubel Ahmed, Hasan Symum and Yasin Yilmaz

 

University of South Florida, United States

4:30PM  

Increased Reinforcement Learning Performance through Transfer of Representation Learned by State Prediction Model [#1695]

 

Alperen Tercan and Charles Anderson

 

Colorado State University, United States

4:50PM  

Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning [#947]

 

Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi and Komei Sugiura

 

Chubu University, Japan; Keio University, Japan

5:10PM  

Reinforcement Learning based Decentralized Optimal Control for Large-Scale Multi-agent System by Using Neural Networks and Discrete-time Mean Field Games [#1568]

 

Zejian Zhou, Yuzhu Zhang and Hao Xu

 

University of Nevada, Reno, United States

Session L35: Reinforcement learning and adaptive dynamic programming
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 8, Chair: Takato Okudo

3:30PM  

Reward Shaping with Dynamic Trajectory Aggregation [#1901]

 

Takato Okudo and Seiji Yamada

 

The Graduate University for Advanced Studies, SOKENDAI, Japan; National Institute of Informatics, NII, Japan

3:50PM  

Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System [#522]

 

Tao Li, Qinglai Wei, Hongyang Li and Ruizhuo Song

 

Institute of Automation, Chinese Academyof Sciences, China; University of Science and Technology Beijing, China

4:10PM  

Real-time Surveillance Video Salient Object Detection Using Collaborative Cloud-Edge Deep Reinforcement Learning [#1080]

 

Biao Hou and Junxing Zhang

 

Inner Mongolia University, China

4:30PM  

Learning 2-opt Local Search from Heuristics as Expert Demonstrations [#137]

 

Paulo da Costa, Yingqian Zhang, Alp Akcay and Uzay Kaymak

 

Eindhoven University of Technology, Netherlands

4:50PM  

Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning [#715]

 

Leandro de Lima and Renato Krohling

 

Federal University of Espirito Santo, Brazil

5:10PM  

Speeding up reinforcement learning by exploiting causality in reward sequences [#547]

 

Hongming Li and Jose Principe

 

University of Florida, United States

Plenary Poster Session I17: Neural Models and Cognition
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 9, Chair: Zhang Junrui

P3301  

GKT-CD: Make Cognitive Diagnosis Model Enhanced by Graph-based Knowledge Tracing [#280]

 

Junrui Zhang, Yun Mo, Changzhi Chen and Xiaofeng He

 

East China Normal University, China; Born to Learn Education Technology, China

P3302  

Class-Specific Affinity based Weakly Supervised Semantic Segmentation with Neutral Region Exploration [#1597]

 

Keke Chen, Patrick P. K. Chan, Tianyi Xiang, Natasha Kees and Daniel S. Yeung

 

South China University of Technology, China

P3303  

A Method of Relation Extraction: Integrating Graph Convolutional Networks, Relative Entity Position Attention and Back-Multi-Head-Attention Mechanism [#252]

 

Ci Liu, Xuetong Zhao and Yawei Zhao

 

University of Chinese Academy of Sciences, China; Capital Normal University, China

P3304  

Extended Attention Mechanism for TSP Problem [#1056]

 

Hua Yang

 

Tsinghua University, China

P3305  

Novel Soft Sensor Model based on Spatio-Temporal Attention [#91]

 

Xuan Hu, Zhiqiang Geng, Yongming Han, Wei Huang, Kai Chen and Feng Xie

 

Beijing University of Chemical Technology, China; Guizhou University, China

P3306  

Condensed Composite Memory Continual Learning [#251]

 

Felix Wiewel and Bin Yang

 

University of Stuttgart, Germany

P3307  

Chinese Event Argument Classification via Discourse-level Graph Convolutional Network [#283]

 

Min Chen, Zhongqing Wang, Peifeng Li and Qiaoming Zhu

 

School of Computer Science and Technology, Soochow University, China

P3308  

Transformer-based Relation Detect Model for Aspect-based Sentiment Analysis [#1123]

 

Zixi Wei, Xiaofei Xu, Lijian Li, Kaixin Qin and Li Li

 

College of Computer&Information Science, Southwest University, China; School of Computing Technologies, RMIT University, Australia

P3309  

Self-training with Masked Supervised Contrastive Loss for Unknown Intents Detection [#498]

 

Zijun Liu, Yuanmeng Yan, Keqing He, Sihong Liu, Hong Xu and Weiran Xu

 

Beijing University of Posts and Telecommunications, China

P3310  

Bag of Tricks for Chinese Named Entity Recognition [#444]

 

Yao Xiao, Jingbo Peng, Luoyi Fu and Haisong Zhang

 

Shanghai Jiao Tong University, China; Tencent AI Lab, China

P3311  

Transformer with local-feature extractor for relation extraction [#353]

 

Lihan Liu and Pengfei Li

 

Carnegie Mellon University, United States; Institute for Infocomm Research, Singapore

P3312  

Efficient Resolution-preserving Network for Real-time Semantic Segmentation [#20]

 

Juan Zhao, Fuhao Zou, Ruixuan Li, Yufei Li and Kai Li

 

School of Computer Science and Technology, Huazhong University of Science and Technology, China

P3313  

Integrating Argument-Level Attention with Multi-Level Scores to Predict What Happen Next [#1390]

 

Zhenyu Huang, Yongjun Wang, Hongzuo Xu and Songlei Jian

 

College of Computer. National University of Defense Technology, China

P3314  

A Hierarchical Inter-Clause Interaction Network for Emotion Cause Extraction [#1478]

 

Peiqin Lin, Meng Yang and Yu Gu

 

Sun Yat-Sen University, China; Sun Yat-sen University, China

Plenary Poster Session I18: Neural Models and Cognition, Neurodynamics
Tuesday, July 20, 3:30PM-5:30PM, Room: IJCNN Virtual Room 10, Chair: Jinpeng Chen

P3501  

Bilateral-brain-like Semantic and Syntactic Cognitive Network for Aspect-level Sentiment Analysis [#965]

 

Jinpeng Chen, Zuohua Huang and Yun Xue

 

School of Physics and Telecommunication Engineering in South China Normal University, China

P3502  

Fine-Grained Event Relation Learning for Predicting What Happens Next [#1118]

 

Shangwen Lv, Hang Hua, Chunyuan Yuan, Xin Wang and Songlin Hu

 

Institute of Information Engineering, Chinese Academy of Sciences, China; University of Rochester, United States

P3503  

USET: A Network Based On Utterance Hidden State Transfer For Task-oriented Dialogue [#811]

 

Song Shezheng, Wang Changjian, Zhang Dongsong, Peng Yuxing, Yuan Yuan and Luo Li

 

National University of Defense Technology, China

P3504  

Knowledge Enhanced Sequential Entity Linking [#1519]

 

Yu Liu, Shi Wang, Kangli Zi, Jicun Li and Cungen Cao

 

1. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS) 2. University of Chinese Academy of Sciences, Beijing, China, China; 1. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS), China

P3505  

Graph-based Visual Manipulation Relationship Reasoning in Object-Stacking Scenes [#749]

 

Guoyu Zuo, Jiayuan Tong, Hongxing Liu, Wenbai Chen and Jianfeng Li

 

Beijing University of Technology, China; Beijing Information Science and Technology University, China

P3506  

Boosting Emotion Recognition in Context using Non-target Subject Information [#774]

 

Thuseethan Selvarajah, Rajasegarar Sutharshan and Yearwood John

 

Deakin University, Australia

P3507  

A Dual-Questioning Attention Network for Emotion-Cause Pair Extraction with Context Awareness [#543]

 

Sun Qixuan, Yin Yaqi and Yu Hong

 

Dalian University of Technology, China

P3508  

Emotion Dynamics Modeling via BERT [#1088]

 

Haiqin Yang and Jianping Shen

 

PingAn Life Insurance of China, China

P3509  

MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging [#881]

 

Jiang Xue, Zhao Jianhui, Du Bo, An Panfeng, Guo Haowen and Yuan Zhiyong

 

Wuhan University, China

P3510  

DSP-Net: Dense-to-Sparse Proposal Generation Approach for 3D Object Detection on Point Cloud [#1976]

 

Xinrui Yan, Yuhao Huang, Shitao Chen, Zhixiong Nan, Jingmin Xin and Nanning Zheng

 

Xi'an Jiaotong University, China

P3511  

Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses [#2027]

 

Alessandro Salatiello and Martin A. Giese

 

University of Tuebingen, Germany

P3512  

Stochastic Rounding: Algorithms and Hardware Accelerator [#500]

 

Mantas Mikaitis

 

University of Manchester, United Kingdom

P3513  

An Energy-Efficient SNN Processor Design based on Sparse Direct Feedback and Spike Prediction [#1201]

 

Seunghwan Bang, Dongwoo Lew, Sunghyun Choi and Jongsun Park

 

Korea University, Korea (South)

P3514  

Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks [#1651]

 

Loic Cordone, Benoit Miramond and Sonia Ferrante

 

Renault and LEAT / CNRS UMR 7248, University Cote d'Azur, France; LEAT / CNRS UMR 7248, University Cote d'Azur, France; Renault, France

P3515  

Investigating Refractoriness in Collision Perception Neuronal Model [#1430]

 

Mu Hua, Qinbing Fu, Wenting Duan and Shigang Yue

 

University of Lincoln, United Kingdom

Session L36: Semi-supervised learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 1, Chair: Mourad EL Hamri

8:00AM  

Label Propagation Through Optimal Transport [#1664]

 

Mourad El Hamri, Younes Bennani and Issam Falih

 

Sorbonne Paris Nord University, France; Clermont Auvergne University, France

8:20AM  

A Data Stratification Process for Instances Selection Applied to Co-training Semi-Supervised Learning Algorithm [#1731]

 

Yago Araujo, Karliane Vale, Flavius Gorgonio, Anne Canuto, Arthur Gorgonio and Cephas Barreto

 

Federal University of Rio Grande do Norte, Brazil

8:40AM  

PANDA : Perceptually Aware Neural Detection of Anomalies [#1831]

 

Jack Barker and Toby Breckon

 

Durham University, United Kingdom

9:00AM  

ReLaB: Reliable Label Bootstrapping for Semi-Supervised Learning [#1298]

 

Paul Albert, Diego Ortego, Eric Arazo, Kevin McGuinness and Noel O'Connor

 

Insight Centre for Data Analytics, Ireland

9:20AM  

Deep Semi-Supervised Learning via Dynamic Anchor Graph Embedding Learning [#740]

 

Zihao Wang, Enmei Tu and Zhicheng Lee

 

Shanghai Jiao Tong University, China

9:40AM  

Self-supervised Contrastive Learning for EEG-based Sleep Staging [#1310]

 

Jiang Xue, Zhao Jianhui, Du Bo and Yuan Zhiyong

 

Wuhan University, China

Session L37: Semi-supervised learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 2, Chair: Shakshi Sharma

8:00AM  

Identifying Possible Rumor Spreaders on Twitter: A Weak Supervised Learning Approach [#717]

 

Shakshi Sharma and Rajesh Sharma

 

University of Tartu, Estonia

8:20AM  

A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification [#442]

 

Jingyi Wang and Zhidong Deng

 

Tsinghua University, China

8:40AM  

DS-TAGCN: A Dual-Stream Topology Attentive GCN for Node Classification in Dynamic Graphs [#660]

 

Jinteng Ruan, Haopeng Chen, Ziming Wang and Shuyu Chen

 

Shanghai Jiao Tong University, China

9:00AM  

Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer [#1044]

 

James Smith, Jonathan Balloch, Yen-Chang Hsu and Zsolt Kira

 

Georgia Institute of Technology, United States; Samsung Research America, United States

9:20AM  

Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation [#1902]

 

Kashob Kumar Roy, Amit Roy, A K M Mahbubur Rahman, M Ashraful Amin and Amin Ahsan Ali

 

Indepedent University Bangladesh, Bangladesh; Independent University, Bangladesh, Bangladesh

9:40AM  

Light Field Compression by Residual CNN-Assisted JPEG [#332]

 

Eisa Hedayati, Timothy C. Havens and Jeremy P. Bos

 

Michigan Technological University, United States

Session L38: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 3, Chair: Sahil Sidheekh

8:00AM  

On Duality Gap as a Measure for Monitoring GAN Training [#128]

 

Sahil Sidheekh, Aroof Aimen, Vineet Madan and Narayanan C. Krishnan

 

Indian Institute of Technology, Ropar, India

8:20AM  

A News Image Locating Approach Based on Cross-Modal RNN with An Encoding Updating Mechanism [#1520]

 

Kai Wong and Jingqiang Chen

 

Nanjing University of Posts and Telecommunications, China

8:40AM  

Spatial and Temporal Aware Graph Convolutional Network for Flood Forecasting [#1414]

 

Jun Feng, Zhongyi Wang, Yirui Wu and Yuqi Xi

 

Hohai University, China

9:00AM  

Attention-Based Multi-Filter Convolutional Neural Network for Inappropriate Speech Detection [#1391]

 

Shu-Yu Lin and Yi-Ling Chen

 

National Taiwan University of Science and Technology

9:20AM  

Determining Wave Height from Nearshore Videos Based on Multi-level Spatiotemporal Feature Fusion [#1567]

 

We Song, Qi-chao Li, Qi He, Xu Zhou and Yuan-yuan Chen

 

Shanghai Ocean University, China; Shanghai JUSHUITAN Network Technology CO.,LTD., China

9:40AM  

Question Generation via Multi-stage Answers Editing Network [#636]

 

Liuyin Wang, Dongming Sheng and Hai-Tao Zheng

 

Department of Computer Science and Technology, Tsinghua University, China; Tsinghua ShenZhen International Graduate School, Tsinghua University, China

Session L39: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 4, Chair: Bin Hu

8:00AM  

MIXP: Efficient Deep Neural Networks Pruning for Further FLOPs Compression via Neuron Bond [#1500]

 

Bin Hu, Tianming Zhao, Yucheng Xie, Yan Wang, Xiaonan Guo, Jerry Cheng and Yingying Chen

 

Rutgers University, United States; Temple University, United States; Indiana University-Purdue University Indianapolis, United States; New York Institute of Technology, United States

8:20AM  

Multi-scale Deep Nearest Neighbors [#1751]

 

Abhijeet Chauhan, Omid Davoudi and Majid Komeili

 

Carleton University, Canada

8:40AM  

Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis [#1549]

 

Istvan Megyeri, Istvan Hegedus and Mark Jelasity

 

University of Szeged, Hungary

9:00AM  

Synchronous Weight Quantization-Compression for Low-Bit Quantized Neural Network [#1771]

 

Yuzhong Jiao, Sha Li, Xiao Huo and Yiu Kei Li

 

United Microelectronics Centre

9:20AM  

FedOVA: One-vs-All Training Method for Federated Learning with Non-IID Data [#766]

 

Yuanshao Zhu, Christos Markos, Ruihui Zhao, Yefeng Zheng and James J.Q. Yu

 

Southern University of Science and Technology, China; Tencent Jarvis Lab, China

9:40AM  

Ripple Walk Training: A Subgraph-based Training Framework for Large and Deep Graph Neural Network [#1047]

 

Jiyang Bai, Yuxiang Ren and Jiawei Zhang

 

Department of Computer Science, Florida State University, United States

Session L40: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 5, Chair: Bruno Silva Sette

8:00AM  

Committee of NAS-based models [#1620]

 

Bruno Sette, Lucas Silva, Fernando Zagatti, Lucas Silva, Daniel Lucredio, Helena Caseli and Diego Silva

 

Federal University of Sao Carlos, Brazil

8:20AM  

Layerwise Approximate Inference for Bayesian Uncertainty Estimates on Deep Neural Networks [#843]

 

Ni Zhang, Xiaoyi Chen and Li Quan

 

NEC Laboratories, China, China

8:40AM  

A Lightweight Object Detection Framework [#298]

 

Weifeng Zhang, Jiajia Ni, Zhen Chao and Qingmao Hu

 

Shenzhen Institutes of Advanced Technology,Chinese Academy of Science, China

9:00AM  

Modeling Coverage for Non-Autoregressive Neural Machine Translation [#482]

 

Yong Shan, Yang Feng and Chenze Shao

 

Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS), Beijing, China; University of Chinese Academy of Sciences, Beijing, China, China

9:20AM  

A Systematic Literature Review on Transfer Learning for 3D-CNNs [#1509]

 

Marco Klaiber, Daniel Sauter, Hermann Baumgartl and Ricardo Buettner

 

Aalen University, Germany

9:40AM  

Implicit Regularization in Deep Tensor Factorization [#1659]

 

Paolo Milanesi, Hachem Kadri, Stephane Ayache and Thierry Artieres

 

Aix-Marseille University, CNRS, LIS LAB, France; Aix-Marseille University, CNRS, Ecole Centrale Marseille, LIS Lab, France

Session L41: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 6, Chair: Simone Marullo

8:00AM  

Friendly Training: Neural Networks Can Adapt Data To Make Learning Easier [#1692]

 

Simone Marullo, Matteo Tiezzi, Marco Gori and Stefano Melacci

 

University of Florence, Italy; University of Siena, Italy

8:20AM  

Enhancing Fine-Grained Classification for Low Resolution Images [#1573]

 

Maneet Singh, Shruti Nagpal, Mayank Vatsa and Richa Singh

 

IIIT-Delhi, India; IIT Jodhpur, India

8:40AM  

Luring Transferable Adversarial Perturbations for Deep Neural Networks [#1308]

 

Remi Bernhard, Pierre-Alain Moellic and Jean-Max Dutertre

 

CEA (Commissariat a l'energie atomique et aux energies alternatives), France; EMSE (Ecole des Mines de Saint-Etienne), France

9:00AM  

Impact of Spatial Frequency Based Constraints on Adversarial Robustness [#1314]

 

Remi Bernhard, Pierre-Alain Moellic, Martial Mermillod, Yannick Bourrier, Romain Cohendet, Miguel Solinas and Marina Reyboz

 

CEA (Commissariat a l'energie atomique et aux energies alternatives), France; Universite Grenoble Alpes, France

9:20AM  

Attribute Structured Knowledge Distillation [#163]

 

Yunxiao Wang, Tao Dai, Bin Chen and Shutao Xia

 

Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China, China

9:40AM  

Generalization Self-distillation with Epoch-wise Regularization [#1189]

 

Yuelong Xia and Yun Yang

 

Yunnan University, China

Session L42: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 7, Chair: Chunwei Wu

8:00AM  

Debiased Prototype Network for Adversarial Domain Adaptation [#678]

 

Chunwei Wu, Guitao Cao, Wenming Cao, Hong Wang and He Ren

 

East China Normal University, China; Shenzhen University, China; Shanghai Research Institute of Microwave Equipment, China

8:20AM  

Unsupervised Post-Tuning of Deep Neural Networks [#423]

 

Christophe Cerisara, Paul Caillon and Guillaume Le Berre

 

Universite de Lorraine, CNRS, LORIA, France

8:40AM  

Lifelong Learning of Graph Neural Networks for Open-World Node Classification [#1754]

 

Lukas Galke, Benedikt Franke, Tobias Zielke and Ansgar Scherp

 

Kiel University / ZBW, Germany; Ulm University, Germany

9:00AM  

Entropic Out-of-Distribution Detection [#538]

 

Macedo David, Ren Tsang, Zanchettin Cleber, Oliveira Adriano and Ludermir Teresa

 

Universidade Federal de Pernambuco, Brazil

9:20AM  

An Unsupervised Domain Adaptation Being Aware of Domain-specific and Label Information [#8]

 

Zhang Yuhong and Zhang Qi

 

Hefei University of Technology, China

9:40AM  

Continuous Sign Language Recognition based on Multi-Part Skeleton Data [#1087]

 

Zhuocheng Wang and Jingqiao Zhang

 

Shanghai University, China

Session L43: Deep Learning
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 8, Chair: Yoshitsugu Kakemoto

8:00AM  

Deep neural network for dynamic symbol [#1111]

 

Yoshitsugu Kakemoto and Shinichi Nakasuka

 

JSOL Corp., Japan; The University of Tokyo, Japan

8:20AM  

Assisting the Adversary to Improve GAN Training [#1723]

 

Andreas Munk, William Harvey and Frank Wood

 

University of British Columbia, Canada

8:40AM  

LipARELU: ARELU Networks aided by Lipschitz Acceleration [#1179]

 

Ishita Mediratta, Snehanshu Saha and Shubhad Mathur

 

BITS Pilani K.K. Birla Goa Campus, India; BITS Pilani K.K. Birla Goa Campus, APPCAIR, India

9:00AM  

Multiple Self-attention Network for Intracranial Vessel Segmentation [#115]

 

Yang Li, Jiajia Ni, Ahmed Elazab and Jianhuang Wu

 

Shenzhen Institutes of Advanced Technology,Chinese Academy of Science, China; Shenzhen University, China

9:20AM  

A Cooperative Framework with Generative Adversarial Networks and Entropic Auto-Encoders for Text Generation [#295]

 

Zhiyue Liu and Jiahai Wang

 

School of Computer Science and Engineering, Sun Yat-sen University, China

9:40AM  

Benchmarking Inference Performance of Deep Learning Models on Analog Devices [#151]

 

Omobayode Fagbohungbe and Lijun Qian

 

Prairie View A&M University, United States

Plenary Poster Session I19: Bio-inspired systems and application
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 9, Chair: Zishan Ahmad

P3701  

A Brain-Inspired Causal Reasoning Model Based on Spiking Neural Networks [#1909]

 

Hongjian Fang and Zeng Yi

 

Institute of Automation, Chinese Academy of Sciences, China

P3702  

An Improved Ant Colony Algorithm for UAV Path Planning in Uncertain Environment [#264]

 

Yizhuo Rao, Jianjun Cao, Zhixian Zeng, Chengyuan Duan and Xiao Wei

 

Academy of Military Sciences, China; National University of Defense Technology, China

P3703  

Emotion driven Crisis Response: A benchmark Setup for Multi-lingual Emotion Analysis in Disaster Situations [#1588]

 

Zishan Ahmad, Asheesh Kumar, Asif Ekbal and Pushpak Bhattacharyya

 

Indian Institute of Technology Patna, India; Indian Institute of Technology Roorkee, India

P3704  

Information Reuse Attention in Convolutional Neural Networks for Facial Expression Recognition in the Wild [#1186]

 

Chuang Wang and RuiMin Hu

 

National Engineering Research Center for Multimedia Software, Wuhan University, China

P3705  

Context-Aware Based Visual-Audio Feature Fusion for Emotion Recognition [#936]

 

Huijie Cheng, Yun Tie, Lin Qi and Cong Jin

 

School of Information Engineering, Zhengzhou University, China; Information and Communication Engineering School, Communication University of China, China

P3706  

Multi-Modal Emotion Recognition Based On deep Learning Of EEG And Audio Signals [#1120]

 

Zhongjie Li, Gaoyan Zhang, Jianwu Dang, Longbiao Wang and Jianguo Wei

 

College of Intelligence and Computing, Tianjin University, China

P3707  

Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation [#935]

 

Rui Yu, Wenpeng Lu, Yifeng Li, Jiguo Yu, Guoqiang Zhang and Xu Zhang

 

Qilu University of Technology (Shandong Academy of Sciences), China; Brock University, Canada; University of Technology Sydney, Australia

P3708  

Chinese Semantic Matching with Multi-granularity Alignment and Feature Fusion [#1341]

 

Pengyu Zhao, Wenpeng Lu, Yifeng Li, Jiguo Yu, Ping Jian and Xu Zhang

 

Qilu University of Technology (Shandong Academy of Sciences), China; Brock University, Canada; Beijing Institute of Technology, China

P3709  

RBA-CenterNet: Feature Enhancement by Rotated Border Alignment for Oriented Object Detection [#862]

 

Tianying Liu, Yang Wang, Siyun Hou, Wengen Li, Jihong Guan, Shuigeng Zhou and Rufu Qin

 

Tongji University, China; Fudan University, China

P3710  

Classifying Code Commits with Convolutional Neural Networks [#140]

 

Na Meng, Zijian Jiang and Hao Zhong

 

Virginia Tech, United States; Shanghai Jiao Tong University, China

P3711  

Automatic Topic Labeling model with PairedAttention based on Pre-trained Deep Neural Network [#235]

 

Dongbin He, Yanzhao Ren, Abdul Mateen Khattak, Xinliang Liu, Sha Tao and Wanlin Gao

 

China Agricultural University, China; China Agricultural University, Pakistan

P3712  

A Bi-modal Automated Essay Scoring System for Handwritten Essays [#485]

 

Jinghua Gao, Qichuan Yang, Yang Zhang, Liuxin Zhang and Siyun Wang

 

Lenovo Research, China; University of Southern California, United States

P3713  

Spatio-Temporal Action Detector with Self-Attention [#890]

 

Xurui Ma, Zhigang Luo, Xiang Zhang, Qing Liao, Xingyu Shen and Mengzhu Wang

 

National University of Defense Technology, China; Harbin Institute of Technology (Shenzhen), China

P3714  

SeMo-YOLO: A Multiscale Object Detection Network in Satellite Remote Sensing Images [#224]

 

Peng Li* and Cheng Che

 

State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China, China

Plenary Poster Session I20: Bio-inspired systems and application
Wednesday, July 21, 8:00AM-10:00AM, Room: IJCNN Virtual Room 10, Chair: Hongyu Huang

P3901  

Find and Dig: A Privacy-Preserving Image Processing Mechanism in Deep Neural Networks for Mobile Computation [#495]

 

Hongyu Huang, Hongyuan Zhao, Chunqiang Hu, Chao Chen and Yantao Li

 

Chongqing University, China

P3902  

Multi-modal Sign Language Recognition with Enhanced Spatiotemporal Representation [#638]

 

Shiwei Xiao, Yuchun Fang and Lan Ni

 

School of Computer Engineering and Science, Shanghai University, China; College of Liberal Arts, China

P3903  

Channel Hourglass Residual Network For Single Image Super-Resolution [#832]

 

Fangwei Hao, Xindi Ma, Taiping Zhang Zhang and Yuanyan Tang

 

College of Computer Science, Chongqing University, China; University of Macau, China

P3904  

Personalized Session-Based Recommendation Using Graph Attention Networks [#1121]

 

Yongquan Xie, Zhengru Li, Tian Qin, Finn Tseng, Kristinsson Johanners, Shiqi Qiu and Yi Lu Murphey

 

University of Michigan-Dearborn, United States; Ford Motor Company, United States

P3905  

Improving Multi-Category Sentiment Classification by Semantic Dual-Granularity and Syntax-Path Encoding [#122]

 

Zong-yuan Li, Jun-wei Bao and Bo Han

 

School of Computer Science, Wuhan university, China

P3906  

Hourglass Face Detector for Hard Face [#1489]

 

Zijun Yu, Jian Yin, Qiang Zhang, Wenming Yang, Jing-Hao Xue and Qingmin Liao

 

Tsinghua University, China; Beijing Institute of Environmental Feature, China; University College London, United Kingdom

P3907  

Graph-based KB and Text Fusion Interaction Network for Open Domain Question Answering [#126]

 

Yi Ding, Yuan Rao and Fan Yang

 

Xi'an Jiaotong University, China

P3908  

Augmenting Training Data for Low-Resource Neural Machine Translation via Bilingual Word Embeddings and BERT Language Modelling [#1759]

 

Akshai Ramesh, Haque Usuf Uhana, Venkatesh Balavadhani Parthasarathy, Rejwanul Haque and Andy Way

 

Iconic Translation Machines, Ireland; GCETT, India; KantanMT, Ireland; ADAPT Centre, National College of Ireland, Ireland; ADAPT Centre, Dublin City University, Ireland

P3909  

BCQ4DCA: Budget Constrained Deep Q-Network for Dynamic Campaign Allocation in Computational Advertising [#123]

 

Manasi Malik, Garima Gupta, Lovekesh Vig and Gautam Shroff

 

TCS Research and Innovation, India

P3910  

Recursive Training for Zero-Shot Semantic Segmentation [#1301]

 

Ce Wang, Moshiur Farazi and Nick Barnes

 

Australian National University (ANU), Australia

P3911  

Multiple Instance Relational Learning for Video Anomaly Detection [#466]

 

Xiwen Dengxiong, Wentao Bao and Yu Kong

 

Rochester Institute of Technology, United States

P3912  

Learning Online for Unified Segmentation and Tracking Models [#465]

 

Tianyu Zhu, Rongkai Ma, Mehrtash Harandi and Tom Drummond

 

Monash University, Australia

P3913  

An Episodic Learning based Geolocation Detection Framework for Imbalanced Data [#1873]

 

Hemeng Tao, Yang Gao, Zhuoyi Wang, Latifur Khan and Bhavani Thuraisingham

 

The University of Texas at Dallas, United States

P3914  

End-to-End Federated Learning for Autonomous Driving Vehicles [#396]

 

Hongyi Zhang, Jan Bosch and Helena Holmstr{\"o}m Olsson

 

Chalmers University of Technology, Sweden; Malmo University, Sweden

P3915  

Pedestrian Re-identification using a Surround-view Fisheye Camera System [#1794]

 

Zixuan Zhao, Zihao Zhao, Song Wang, Paul Watta and Yi Lu Murphey

 

University of Michigan-Dearborn, United States

Session L44: Deep Learning
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 1, Chair: Chaoxing Huang

10:15AM  

Event-based Timestamp Image Encoding Network for Human Action Recognition and Anticipation [#346]

 

Chaoxing Huang

 

Australian National University, Australia

10:35AM  

SGBMN: Symplectic Group Bayesian Manifold Network for Few-shot Classification [#1251]

 

Jingyi Ding and Fanzhang Li

 

Soochow University, China

10:55AM  

AnchiBERT: A Pre-Trained Model for Ancient Chinese Language Understanding and Generation [#630]

 

Huishuang Tian, Kexin Yang, Dayiheng Liu and Jiancheng Lv

 

Sichuan University, China

11:15AM  

Topic Enhanced Multi-head Co-Attention: Generating Distractors for Reading Comprehension [#1195]

 

Pengju Shuai, Zixi Wei, Sishun Liu, Xiaofei Xu and Li Li

 

Southwest university, China; Southwest University, China; RMIT University, China

11:35AM  

Attentive Contextual Network for Image Captioning [#807]

 

Jeripothula Prudviraj, Chalavadi Vishnu and C. Krishna Mohan

 

Indian Institute of Technology Hyderabad, India

11:55AM  

Predicting Autism Spectrum Disorder from Brain Imaging Data by Graph Convolutional Network [#90]

 

Yueen Ma, Da Yan, Cheng Long, D. Rangaprakash and Gopikrishna Deshpande

 

Columbia University, United States; The University of Alabama at Birmingham, United States; Nanyang Technological University, Singapore; Massachusetts General Hospital & Harvard Medical School, United States; Auburn University & Capital Normal University, United States

Session L45: Deep Learning
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 2, Chair: Weidong Ren

10:15AM  

ASM: Augmentation-based Semantic Mechanism on Abstractive Summarization [#1441]

 

Weidong Ren, Hao Zhou, Gongshen Liu and Fei Huan

 

School of Cyber Science and Engineering, Shanghai Jiao Tong University, Shanghai, China

10:35AM  

Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting [#1758]

 

Mohamed Sadok Gastli, Lobna Nassar and Fakhri Karray

 

University of Waterloo, Canada

10:55AM  

Deep Neural Network Model based on One-Stage Detector for Identifying Fundus Lesions [#110]

 

Carlos Santos, Marilton Aguiar, Daniel Welfer and Bruno Belloni

 

Federal Institute of Education, Science and Technology Farroupilha, Brazil; Federal University of Pelotas, Brazil; Federal University of Santa Maria, Brazil; Federal Institute of Education, Science and Technology Sul-Rio-Grandense, Brazil

11:15AM  

3D Multi-Branch Encoder-Decoder Networks with Attentional Feature Fusion for Pulmonary Nodule Detection in CT Scans [#1203]

 

Chenjiao Zhang, Lulu Wang, Xing Wu and Zhongshi He

 

Chongqing University, China

11:35AM  

Incorporating Decision-level Reconstruction Quality in Adversarial Autoencoders for Anomaly Detection [#1097]

 

Luyuan Li and Andy J Ma

 

Sun Yat-sen University, China

11:55AM  

Scale-aware and Anti-interference Convolutional Network for Crowd Counting [#114]

 

Qianqian Yang, Xiaoliang Hao, Yinfeng Xia, Sifan Peng and Baoqun Yin

 

University of Science and Technology of China, China

Session L46: Deep Learning
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 3, Chair: Junyou Zhu

10:15AM  

Unsupervised Dynamic Network Embedding Using Global Information [#1397]

 

Junyou Zhu, Zheng Luo, Fan Zhang, Haiqiang Wang, Jiaxin Wang and Chao Gao

 

Southwest University, China; State Grid Information & Telecommunication Group Co. Ltd., China

10:35AM  

MAGCN: A Multi-Adaptive Graph Convolutional Network for Traffic Forecasting [#132]

 

Qingyuan Zhan, Guixing Wu and Chuang Gan

 

University of Science and Technology of China, China

10:55AM  

Self-Attentive Recommendation for Multi-Source Review Package [#69]

 

Pin-Yu Chen, Yu-Hsiu Chen, Hong-Han Shuai and Yung-Ju Chang

 

National Yang Ming Chiao Tung University

11:15AM  

Information-theoretic Source Code Vulnerability Highlighting [#1039]

 

Van Nguyen, Trung Le, Olivier De Vel, Paul Montague, John Grundy and Dinh Phung

 

Monash University, Australia; Defence Science and Technology (DST), Australia

11:35AM  

Spatial Generation of Molecules with Transformers [#1348]

 

Tim Cofala, Thomas Teusch and Oliver Kramer

 

Carl von Ossietzky University of Oldenburg, Germany

11:55AM  

Inertial Gait-based Person Authentication Using Siamese Networks [#1862]

 

Osama Adel, Walid Gomaa and Mostafa Soliman

 

Egypt-Japan University of Science and Technology, Egypt

Session L47: Online learning
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 4, Chair: Ocean Wu

10:15AM  

Nacre: Proactive Recurrent Concept Drift Detection in Data Streams [#737]

 

Ocean Wu, Yun Sing Koh, Gillian Dobbie and Thomas Lacombe

 

The University of Auckland, New Zealand

10:35AM  

Dynamically Selected Ensemble for Data Stream Classification [#1471]

 

Lucca Portes Cavalheiro, Jean Paul Barddal, Alceu de Souza Britto Jr. and Heutte Laurent

 

Pontificia Universidade Catolica do Parana, Brazil; Universite de Rouen Normandie, France

10:55AM  

Towards the Overcome of Performance Pitfalls in Data Stream Mining Tools [#1476]

 

Lucca Portes Cavalheiro, Marco Antonio Zanata Alves and Jean Paul Barddal

 

Pontificia Universidade Catolica do Parana, Brazil; Universidade Federal do Parana, Brazil

11:15AM  

BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning [#484]

 

Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk and Tomasz Trzcinski

 

Warsaw University of Technology, Poland; Warsaw University of Technology, Tooploox, Poland

11:35AM  

On Machine Thinking [#1035]

 

Xiang Wu, Zheng Zejia and Weng Juyang

 

Nanjing University of Science and Technology, China; Michigan State University, United States

11:55AM  

Bilevel Continual Learning [#614]

 

Shaker Ammar, Alesiani Francesco, Yu Shujian and Yin Wenzhe

 

NEC Laboratories Europe GmbH, Germany; Heidelberg University, Germany

Session L48: Online learning and other Neurodynamics
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 5, Chair: Thomas Runkler

10:15AM  

TinyOL: TinyML with Online-Learning on Microcontrollers [#1507]

 

Haoyu Ren, Darko Anicic and Thomas Runkler

 

Siemens AG, Germany

10:35AM  

A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams [#1069]

 

Thomas Lacombe, Yun Sing Koh, Gillian Dobbie and Ocean Wu

 

The University of Auckland, New Zealand

10:55AM  

Deep Thompson Sampling for Length of Stay Prediction [#2010]

 

Anisio M. Lacerda and Gisele L. Pappa

 

UFMG, Brazil

11:15AM  

Mathematics of Trust: Controlled and UncontrolledInfluence in Social Systems [#1988]

 

Khizar Qureshi and Eric Qiu

 

MIT, United States; University of Chicago, United States

11:35AM  

Quantifying Synchronization in a Biologically Inspired Neural Network [#366]

 

Pranav Mahajan, Advait Rane, Swapna Sasi and Basabdatta Sen Bhattacharya

 

BITS Pilani University, K. K. Birla Goa Campus, India

11:55AM  

Gradient-Zhang Neural Dynamics Models Computing Pseudoinverses of Time-Varying Matrices via ZeaD and Extrapolation Formulas [#281]

 

Yunong Zhang, Zhenyu Li, Min Yang, Peng Yu and Ning Tan

 

Sun Yat-sen University, China

Session L49: Probabilistic methods and Gaussian processes
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 6, Chair: Haibin Yu

10:15AM  

Convolutional Normalizing Flows for Deep Gaussian Processes [#910]

 

Haibin Yu, Dapeng Liu, Bryan Kian Hsiang Low and Patrick Jaillet

 

Tencent, China; National University of Singapore, Singapore; MIT, United States

10:35AM  

Model Performance Inspection of Deep Neural Networks by Decomposing Bayesian Uncertainty Estimates [#1083]

 

Xiaoyi Chen and Ni Zhang

 

NEC Laboratories, China, China

10:55AM  

Error-Guided Likelihood-Free MCMC [#21]

 

Volodimir Begy and Erich Schikuta

 

University of Vienna, Austria

11:15AM  

Fisher-regularized Support Vector Machine with Pinball Loss Function [#68]

 

Zhengqi Zhang, Li Zhang and Zhao Zhang

 

Soochow University, China; Hefei University of Technology, China

11:35AM  

Soft Upper-bound Minimal Complexity LP SVMs [#665]

 

Shigeo Abe

 

Kobe University, Japan

11:55AM  

Bayesian Bidirectional Backpropagation Learning [#1983]

 

Bart Kosko and Olaoluwa Adigun

 

University of Southern California, United States; University Southern California, United States

Session L50: Mixture models, ensemble learning, and other meta-learning or committee algorithms
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 7, Chair: Glenn Dawson and Robi Polikar

10:15AM  

OpinionRank: Extracting Ground Truth Labels from Unreliable Expert Opinions with Graph-Based Spectral Ranking [#1986]

 

Glenn Dawson and Robi Polikar

 

Rowan University, United States

10:35AM  

Multi-Modal Meta Continual Learning [#635]

 

Sibo Gai, Zhengyu Chen and Donglin Wang

 

Westlake University, China

10:55AM  

Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates [#844]

 

Kira Maag, Matthias Rottmann, Serin Varghese, Fabian Hueger, Peter Schlicht and Hanno Gottschalk

 

University of Wuppertal, Germany; Volkswagen AG, Germany

11:15AM  

MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection [#850]

 

Marius Schubert, Karsten Kahl and Matthias Rottmann

 

University of Wuppertal, Germany

11:35AM  

General meta-learning paradigm based on prior-models, meta-model, meta-algorithm, and few-shot-base-model [#728]

 

Eduardo Rivas-Posada and Mario I. Chacon-Murguia

 

Chihuahua Institute of Technology, Mexico

11:55AM  

The Case Against Sentiment Analysis for Natural Text [#1437]

 

Shamoon Siddiqui, Ghulam Rasool and Ravi Ramachandran

 

Rowan University, United States

Session L51: Computational Neuroscience and Bio-inspired systems
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 8, Chair: Qinbing Fu

10:15AM  

Bioinspired Contrast Vision Computation for Robust Motion Estimation Against Natural Signals [#1616]

 

Qinbing Fu, Jigen Peng and Shigang Yue

 

Guangzhou University, China; University of Lincoln, United Kingdom

10:35AM  

Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization [#1846]

 

Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini and Quanying Liu

 

Shenzhen Key Laboratory of Smart Healthcare Engineering,Department of Biomedical Engineering,Southern University of Science and Technology, China; Wake Forest School of Medicine, Winston-Salem, United States; Movement Control and Neuroplasticity Research Group, KU Leuven, Belgium; DepartmMovement Control and Neuroplasticity Research Group, KU Leuvenent of Biomedical Engineering,Southern University of Science and Technology, Belgium

10:55AM  

Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques [#361]

 

Yijun Zhao, Jacek Ossowski, Xuming Wang, Shangjin Li, Orrin Devinsky, Samantha Martin and Heath Pardoe

 

Fordham University, United States; QS Investors, LLC, United States; NYU Grossman School of Medicine, United States

11:15AM  

Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks [#1775]

 

Kexin Chen, Alexander Johnson, Eric Scott, Xinyun Zou, Kenneth De Jong, Douglas Nitz and Jeffrey Krichmar

 

University of California, Irvine, United States; University of California, San Diego, United States; George Mason University, United States

11:35AM  

Cascaded Hierarchical Context-Aware Vehicle Re-Identification [#310]

 

Wancheng Mo and Jianming Lv

 

South China University of Technology, China

11:55AM  

Two-stage Local Spatio-temporal Event Filter based on Adaptive Thresholds [#1903]

 

Luoxi Jing, Jun Luo, Dianxi Shi, Ruihao Li, Yuqi Zhu, Huachi Xu and Yuning Cui

 

National University of Defense Technology, China; Artificial Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT), China

Plenary Poster Session I21: Bio-inspired systems and application
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 9, Chair: Zhifan Wang

P4101  

Multi-Scale Spatial Transformer Network for LiDAR-Camera 3D Object Detection [#381]

 

Zhifan Wang, Xiaohong Zhang, Shidong Wang, Tong Xin, Haofeng Zhang and Jianfeng Lu

 

Nanjing University of Science and Technology, China; Newcastle University, United Kingdom

P4102  

Macro Discourse Relation Recogniztion based on Micro Discourse Structure and Self-Interactive Attention Network [#430]

 

Yaxin Fan, Feng Jiang, Peifeng Li and Qiaoming Zhu

 

Soochow University, China

P4103  

Facial Expression Recognition with Average Face Guiding [#1093]

 

Li Tong, Liu Zhao, Lei Jie, Zou Zeyu, Zeng Guanqi, Xu Juan and Shen Jianping

 

Ping An Life Insurance Of China, Ltd.; School of Information Science and Technology, North China University of Technology., China; Ping An Life Insurance Of China, Ltd., China; Ant Group., China

P4104  

Driving Maneuver Detection using Features of Driver's attention and Face Shift through Deeping Learning [#1204]

 

Song Wang and Yi Lu Murphey

 

University of Michigan-Dearborn, United States

P4105  

Anomaly Detection using Distributed Log Data: A Lightweight Federated Learning Approach [#1061]

 

Yalan Guo, Yulei Wu, Yanchao Zhu, Bingqiang Yang and Chunjing Han

 

Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; College of Engineering, Mathematics and Physical Sciences, University of Exeter, United Kingdom; China E-Port Data Center Hangzhou Branch, China; Huawei, China; Institute of Information Engineering, Chinese Academy of Sciences, China

P4106  

Improving Pedestrian Attribute Recognition with Multi-Scale Spatial Calibration [#701]

 

Jiabao Zhong, Hezhe Qiao, Lin Chen, Mingsheng Shang and Qun Liu

 

College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, China; Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China

P4107  

QuickBrowser: A Unified Model to Detect and Read Simple Object in Real-time [#848]

 

Thao Do and Daeyoung Kim

 

KAIST, Korea (South)

P4108  

Towards Feature-free TSP Solver Selection: A Deep Learning Approach [#1406]

 

Kangfei Zhao, Shengcai Liu, Jeffrey Xu Yu and Yu Rong

 

The Chinese University of Hong Kong, China; Southern University of Science and Technology, China

P4109  

3D Object Detection on large-scale dataset [#488]

 

Yan Zhao, Jihong Zhu, Haoyu Liang and Lyujie Chen

 

Department of Computer Science and Technology Tsinghua University, China; Department of Precision Instrument Tsinghua University, China

P4110  

Hair Editing with Two-Phase Image Reconstruction [#1579]

 

Huan Li, Jinglei Tang and Xujin Zhou

 

Northwest Agriculture and Forestry University, China

P4111  

Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning [#357]

 

Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod Kurmi, Antitza Dantcheva, Sumantra Dutta Roy and Prem Kalra

 

IIT Delhi, India; Independent Researcher, India; University of Southern California, United States; IIT Kanpur, India; Inria Sophia Antipolis, France

P4112  

A Dilated Convolution-based Denoising Network for Magnetic Resonance Images [#846]

 

Prasun Chandra Tripathi and Soumen Bag

 

IIT (ISM), Dhanbad, India

P4113  

Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks [#762]

 

Mohammadreza Armandpour, Brian Kidd, Yu Du and Jianhua Z. Huang

 

Texas A&M University, United States; Eli Lilly and Company, United States

P4114  

Exploring Effective Deep Neural Network Models for Forensic Age Estimation based on Panoramic Radiograph Images [#1375]

 

Wenxuan Hou, Longjun Liu, JInxia Gao, Anguo Zhu, Keyang Pan, Hongbin Sun and Nanning Zheng

 

Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, China; Department of Prothodontics, the Affiliated Stomatological Hospital of Xi'an Jiaotong University, China

P4115  

An Effective Approach for Malware Detection and Explanation via Deep Learning Analysis [#1521]

 

Huozhu Wang, Ziyuan Zhu, Zhongkai Tong, Xiang Yin, Yusi Feng, Gang Shi and Dan Meng

 

Institute of Information Engineering,Chinese Academy of Science. School of Cyber Security, University of Chinese Academy of Sciences, China

Plenary Poster Session I22: Bio-inspired systems and application
Wednesday, July 21, 10:15AM-12:15PM, Room: IJCNN Virtual Room 10, Chair: Liting Liu

P4301  

Interpretable Charge Prediction for Legal Cases based on Interdependent Legal Information [#404]

 

Liting Liu, Wenzheng Zhang, Jie Liu, Wenxuan Shi and Yalou Huang

 

College of Software, Nankai University, Tianjin, China; College of Artificial Intelligence, Nankai University, Tianjin, China

P4302  

Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders [#1440]

 

Liao Junwei, Shi Yu, Gong Ming, Shou Linjun, Qu Hong and Zeng Michael

 

University of Electronic Science and Technology of China, China; Microsoft, United States; Microsoft, China

P4303  

A Dynamic Multi-criteria Multi-engine Approach for Text Simplification [#399]

 

Victor Ribeiro, Paulo Cavalin and Edmilson Morais

 

PUC-PR, Brazil; IBM Research, Brazil

P4304  

RGNET: A Two-stage Low-light Image Enhancement Network Without Paired Supervision [#195]

 

RuoWang Chang, YueHuan Wang, Qiong Song and ZiWen Li

 

School of Automation, Huazhong University of Science and Technology Wuhan, China, China; National Key Lab of Science and Technology on Multi-spectral Information Processing, China, China; School of computer science, Northeast electric power university, China

P4305  

Towards a Method to Classify Language Style for Enhancing Conversational Systems [#398]

 

Paulo Cavalin, Victor Ribeiro, Marisa Vasconcelos, Claudio Pinhanez, Julio Nogima and Ferreira Henrique

 

IBM Research, Brazil; PUC-PR, Brazil; UFABC, Brazil

P4306  

Dual Multi-Task Network with Bridge-Temporal-Attention for Student Emotion Recognition via Classroom Video [#229]

 

He Jun, Peng Li, Sun Bo, Yu Lejun and Guo Meng

 

Intelligent Computing and Software Research Center, School of Artificial Intelligence,Beijing Normal University, China

P4307  

Drug-drug Interaction Prediction with Common Structural Patterns [#431]

 

Jiongmin Zhang, Xing Yang and Ying Qian

 

East China Normal University, China

P4308  

DCA-CLA: A scRNA-seq Classification Framework based on Deep Count Autoencoder [#903]

 

Yulun Wu, Yanming Guo, Jian Li, Songyang Lao, Jinlin Guo and Haoran Wang

 

National University of Defense Technology, China

P4309  

A novel chromosome instance segmentation method based on geometry and deep learning [#1254]

 

Kaixin Huang, Chengchuang Lin, Runhua Huang, Gansen Zhao, Aihua Yin, Hanbiao Chen, Li Guo, Chun Shan, Ruihua Nie and Shuangyin Li

 

School of Computer Science, South China Normal University, Guangzhou, China, China; Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, China; School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China, China

P4310  

Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment [#425]

 

Francesco Rundo, Giuseppe Banna, Francesca Trenta and Sebastiano Battiato

 

STMicroelectronics, ADG Central R&D, Italy; Queen Alexandra Hospital, Medical Oncology Department, United Kingdom; University of Catania, IPLAB, Italy

P4311  

Automatic Sleep Stage Identification with Time Distributed Convolutional Neural Network [#938]

 

Micheal Dutt, Morten Goodwin and Christian W. Omlin

 

University of Agder, Norway

P4312  

Deep learning classification of bacteria clones explained by persistence homology [#1032]

 

Adriana Borowa, Dawid Rymarczyk, Dorota Ochonska, Monika Brzychczy-Wloch and Bartosz Zielinski

 

Jagiellonian University, Ardigen SA, Poland; Jagiellonian University, Poland

P4313  

Mask Region-oriented Diabetic Retinopathies Detection in Ophthalmic Medical Images via Non-local Attention [#569]

 

Hongtian Zhao, Haoyue Peng, Zhongpai Gao and Shibao Zheng

 

Shanghai Jiao Tong University, China; Yitu Tech, China

P4314  

Dual Convolutional Neural Network for Lung Nodule Classification [#633]

 

Pengxiang Shi, Wenhui Yu, Yang Liu and Zheng Qin

 

Tsinghua University, China; Department of Thoracic Surgery, First Medical Center,Chinese PLA General Hospital, China

P4315  

Multi-modality and Multi-view 2D CNN to Predict Locoregional Recurrence in Head & Neck Cancer [#1844]

 

Jinkun Guo, Rongfang Wang, Zhiguo Zhou, Kai Wang, Rongbin Xu and Jing Wang

 

Xidian University, China; University of Central Missouri, United States; University of Texas Southwestern Medical Center, United States; Putian Unviersity, China

Plenary Talk PleWed: Dietmar Plenz
Wednesday, July 21, 12:30PM-1:30PM, Room: IJCNN Virtual Room 1, Chair: Tianzi Jiang

Session L52: Perception and Cognition
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 1, Chair: Snigdha Dagar

2:00PM  

Deciphering the contributions of episodic and working memories in increasingly complex decision tasks [#1682]

 

Snigdha Dagar, Frederic Alexandre and Nicolas Rougier

 

Inria Bordeaux Sud-Ouest, Univ. Bordeaux, CNRS, France

2:20PM  

Critic Boosting Attention Network on Local Descriptor for Few-shot Learning [#403]

 

Chengzhang Shi, Chung-Ming Own, Ching-chih Chou and Bailu Guo

 

College of Intelligence and Computing, Tianjin University, China; School of Logistics Management and Engineering, Nanning Normal University, China

2:40PM  

CM-Net: A Point Cloud Upsampling Network Based on Adversarial Neural Network [#1228]

 

Xiaomeng Li, Chung-Ming Own, Kaizhen Wu and Qian Sun

 

College of Intelligence and Computing, Tianjin University, China

3:00PM  

Visual-Semantic Dual Channel Network for Visual Question Answering [#61]

 

Xin Wang, Qiaohong Chen, Ting Hu, Qi Sun and Yubo Jia

 

Zhejiang Sci-Tech University, China

3:20PM  

Learning New Word Semantics with Conceptual Text [#1403]

 

Wei Pan, Tianyuan Liu, Wentao Zhang and Yuqing Sun

 

Shandong University, China; Beihang University, China

3:40PM  

DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension [#105]

 

Jiaqi Li, Ming Liu, Zihao Zheng, Heng Zhang, Bing Qin, Min-Yen Kan and Ting Liu

 

Harbin Institute of Technology, China; National University of Singapore, Singapore

Session L53: NN models and Neuroengineering
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 2, Chair: Yi Yang

2:00PM  

A Relation-Guided Attention Mechanism for Relational Triple Extraction [#370]

 

Yi Yang, Xueming Li and Xu Li

 

Chongqing University, China

2:20PM  

Bilingual Self-Attention Network: Generating Headlines for Online Linguistic Questions [#2009]

 

Mingchao Li, Haozhuang Liu, Yang Wang and Hai-Tao Zheng

 

Shenzhen International Graduate School,Tsinghua University, China

2:40PM  

A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora [#2015]

 

Rishabh Choudhary, Simona Doboli and Ali Minai

 

University of Cincinnati, United States; Hofstra University, United States

3:00PM  

Q-SpiNN: A Framework for Quantizing Spiking Neural Networks [#1655]

 

Rachmad Vidya Wicaksana Putra and Muhammad Shafique

 

Vienna University of Technology (TU Wien), Austria; New York University Abu Dhabi (NYUAD), United Arab Emirates

3:20PM  

HCov: A Target Attention-based Filter Pruning with Retaining High-Covariance Feature Map [#273]

 

Chenrui Zhang, Yinan Ma, Jing Wu and Chengnian Long

 

Shanghai Jiao Tong University, China

3:40PM  

CNN-LSTM Network Based Prediction of Human Joint Angles Using Multi-Band SEMG and Historical Angles [#173]

 

Yuze Jiao, Weiqun Wang, Zeng-Guang Hou, Shixin Ren, Jiaxing Wang, Weiguo Shi, Zhijie Fang and Xu Liang

 

State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, China; State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences; CAS Center for Excellence in Brain Science and Intelligence Technology, China; North China University of Technology, China

Session L54: Neuroengineering
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 3, Chair: Jiayu Mao

2:00PM  

A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval [#1877]

 

Jiayu Mao, Shuang Qiu, Dan Li, Wei Wei and Huiguang He

 

School of Artificial Intelligence, University of Chinese Academy of Sciences; Research Center for Brain-Inspired Intelligence, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China; Research Center for Brain-Inspired Intelligence, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China; School of Artificial Intelligence, University of Chinese Academy of Sciences; Research Center for Brain-Inspired Intelligence, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences; Center for Excellence in Brain, China

2:20PM  

Filter Bank Adversarial Domain Adaptation for Motor Imagery Brain Computer Interface [#1208]

 

Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma and Huiguang He

 

University of Chinese Academy of Sciences, China; Institute of Automation, Chinese Academy of Sciences, China

2:40PM  

EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network [#882]

 

Ke-Ming Ding, Tsukasa Kimura, Fukui Ken-ichi and Numao Masayuki

 

The Institute of Scientific and Industrial Research (ISIR), Osaka University, Japan

3:00PM  

Decoding Subjective Creativity Skill from Visuo-Spatial Reasoning Ability Using Capsule Graph Neural Network [#1561]

 

Sayantani Ghosh, Amit Konar and Atulya K. Nagar

 

Jadavpur University, India; Liverpool Hope University, United Kingdom

3:20PM  

Attention-based Spatio-Temporal Graphic LSTM for EEG Emotion Recognition [#1912]

 

Xiaoxu Li, Wenming Zheng, Yuan Zong, Hongli Chang and Cheng Lu

 

Southeast University, China

3:40PM  

Comparative Study on Quantization-Aware Training of Memristor Crossbars for Reducing Inference Power of Neural Networks at The Edge [#771]

 

Tien Van Nguyen, An Jiyong and Min Kyeong-Sik

 

Kookmin University, Korea (South)

Session L55: Bio-inspired systems
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 4, Chair: Gideon Kowadlo

2:00PM  

One-shot learning for the long term: consolidation with an artificial hippocampal algorithm [#1893]

 

Gideon Kowadlo, Abdelrahman Ahmed and David Rawlinson

 

Cerenaut, Australia

2:20PM  

Interpretable Goal Recognition for Path Planning with ART Networks [#1190]

 

Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan and Quanjun Yin

 

National University of Defense Technology, China; Singapore Management University, Singapore

2:40PM  

Generalization in Multimodal Language Learning from Simulation [#1533]

 

Aaron Eisermann, Jae Hee Lee, Cornelius Weber and Stefan Wermter

 

University of Hamburg, Germany

3:00PM  

FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems [#1157]

 

Li Li, Moming Duan, Duo Liu, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan and Chengliang Wang

 

Chongqing University, China

3:20PM  

CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework [#1158]

 

Yu Zhang, Moming Duan, Duo Liu, Li Li, Ao Ren, Xianzhang Chen, Yujuan Tan and Chengliang Wang

 

Chongqing University, China

3:40PM  

ICE-GAN: Identity-aware and Capsule-Enhanced GAN with Graph-based Reasoning for Micro-Expression Recognition and Synthesis [#1290]

 

Jianhui Yu, Chaoyi Zhang, Yang Song and Weidong Cai

 

University of Sydney, Australia; University of New South Wales, Australia

Session L56: Applications of deep networks
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 5, Chair: Philip Adey

2:00PM  

Autoencoders Without Reconstruction for Textural Anomaly Detection [#1653]

 

Philip Anthony Adey, Samet Akcay, Magnus Bordewich and Toby Breckon

 

Durham University, United Kingdom; Intel, United Kingdom

2:20PM  

Accurate Device Temperature Forecasting using Recurrent Neural Network for Smartphone Thermal Management [#1313]

 

Aditi Jaiswal, Zeeshan Amjad, Suraj Jha, Nikhil Sahni, Vaisakh Punnekkattu Chirayil S B and Renju C Nair

 

Samsung Research Institute Bengaluru, India

2:40PM  

Resilient Abstractive Summarization Model with Adaptively Weighted Training Loss [#514]

 

Shiqi Guo, Jing Zhao and Shiliang Sun

 

East China Normal University, China

3:00PM  

Automated Hyper-Parameter Tuning of a Mask R-CNN for Quantifying Common Rust Severity in Maize [#193]

 

Mia Gerber, Nelishia Pillay, Katerina Holan, Steven Whitham and Dave Berger

 

University of Pretoria, South Africa; Iowa State University, United States

3:20PM  

Cost Effective Annotation Framework Using Zero-Shot Text Classification [#1508]

 

Buddhika Kasthuriarachchy, Madhu Chetty, Adrian Shatte and Darren Walls

 

Federation University Australia, Australia; Global Hosts Pty Ltd, Australia

3:40PM  

Optimized Computation Combining Classification and Detection Networks with Distillation [#1994]

 

Xu Meng, Gu Yang, Poslad Stefan and Xue Shiqing

 

Queen Mary University of London, United Kingdom; Monmenta, China; Beihang University, China

Session L57: Applications of deep networks
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 6, Chair: Xiaowang Zhang

2:00PM  

Modeling Global Semantics for Question Answering over Knowledge Bases [#1063]

 

Peiyun Wu, Yunjie Wu, Linjuan Wu, Xiaowang Zhang and Zhiyong Feng

 

State Key Laboratory of Communication Content Cognition, China; Tianjin University, China

2:20PM  

GPS-ReID: A Benchmark for Cross-modal Pedestrian Retrieval [#963]

 

Shaochuan Lin, Jianming Lv, Yaquan Wang and Chujie Chen

 

South China University of Technology, China

2:40PM  

CANs: Coupled-Attention Networks for Sarcasm Detection on Social Media [#729]

 

Xuan Zhao, Jimmy Huang and Haitian Yang

 

York University, Canada; Chinese Academy of Sciences, China

3:00PM  

Parallel Scale-wise Attention Network for Effective Scene Text Recognition [#1134]

 

Usman Sajid, Michael Chow, Jin Zhang, Taejoon Kim and Guanghui Wang

 

University of Kansas, United States; Sony Interactive Entertainment Global R&D, United States; Ryerson University, Canada

3:20PM  

Towards Silhouette-Aware Human Detection in Depth Images [#1513]

 

Huan Luo, Shuiwang Li and Qijun Zhao

 

Sichuan University, China

3:40PM  

Meta-graph Embedding in Heterogeneous Information Network for Top-N Recommendation [#824]

 

Lin Bai, Chengye Cai, Jie Liu and Dan Ye

 

Institute of Software, Chinese Academy of Sciences, China

Session L58: Applications of deep networks
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 7, Chair: Zhilei Liu

2:00PM  

Multi-scale Feature Relation Modeling for Facial Expression Restoration [#934]

 

Zhilei Liu, Yunpeng Wu and Cuicui Zhang

 

Tianjin University, China

2:20PM  

How Can the [MASK] Know? The Sources and Limitations of Knowledge in BERT [#1798]

 

Maksim Podkorytov, Daniel Bis and Xiuwen Liu

 

Florida State University, United States

2:40PM  

Group-Based Deep Transfer Learning with Mixed Gate Control for Cross-Domain Recommendation [#1797]

 

Sun Mingze, Xue Daiyue, Wang Weipeng, Hu Qifu and Yu Jianping

 

Meituan, China

3:00PM  

Text Generation with Syntax-Enhanced Variational Autoencoder [#1198]

 

Weijie Yuan, Linyi Ding, Kui Meng and Gongshen Liu

 

Shanghai Jiao Tong University, China

3:20PM  

Graph Neural Networks for Heterogeneous Trust based Social Recommendation [#1954]

 

Supriyo Mandal and Abyayananda Maiti

 

Indian Institute of Technology Patna, India

3:40PM  

OPA2D: One-Pixel Attack, Detection, and Defense in Deep Neural Networks [#617]

 

Hoang-Quoc Nguyen-Son, Tran Phuong Thao, Seira Hidano, Vanessa Bracamonte, Shinsaku Kiyomoto and Rie Shigetomi Yamaguchi

 

KDDI Research, Inc., Japan; The University of Tokyo, Japan

Session L59: Applications of deep networks
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 8, Chair: JingQuanliang

2:00PM  

TRANSFAKE: Multi-task Transformer for Multimodal Enhanced Fake News Detection [#1244]

 

Jing Quanliang, Yao Di, Fan Xinxin, Wang Baoli, Tan Haining, Bu Xiangpeng and Bi Jingping

 

University of Chinese Academy of Sciences; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China; University of Science and Technology, Shandong, China, China

2:20PM  

A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks [#232]

 

Ziyu Wei, Xi Xiao, Guangwu Hu, Bin Zhang, Qing Li and Shutao Xia

 

Tsinghua University, China; Shenzhen Institute of Information Technology, China; Peng Cheng Laboratory, China; Southern University of Science and Technology, China

2:40PM  

Incorporating Specific Knowledge into End-to-End Task-oriented Dialogue Systems [#571]

 

Wang Qingyue, Cao Yanan, Jiang Junyan, Wang Yafang, Tong Lingling and Guo Li

 

School of Cyber Security University of Chinese Academy of Sciences;Institute of Information Engineering Chinese Academy of Sciences, China; Institute of Information Engineering Chinese Academy of Sciences, China; AI Department Ant Financial Services Group, China; National Computer Network Emergency Response technical Team/Coordination Center of China, China

3:00PM  

Deep hierarchical reinforcement learning to manage the trade-off between sustainability and profitability in common pool resources systems [#814]

 

Nicolas Poiron-Guidoni, Paul-Antoine Bisgambiglia and Paul Bisgambiglia

 

University of Corsica, France

3:20PM  

Approximating Aggregated SQL Queries with LSTM Networks [#1181]

 

Nir Regev, Lior Rokach and Asaf Shabtai

 

BGU, Israel

3:40PM  

Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints [#170]

 

Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod Kurmi, Antitza Dantcheva, Sumantra Dutta Roy and Prem Kalra

 

IIT Delhi, India; Independent Researcher, India; University of Southern California, United States; IIT Kanpur, India; Inria Sophia Antipolis, France

Plenary Poster Session I23: Bio-inspired systems and application
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 9, Chair: Jacek Starzynski; Zuzanna Krawczyk

P4501  

Volumetric Modulated Arc Therapy Dose Distribution Prediction for Breast Cancer Patients: CNN Approach [#1688]

 

Zuzanna Krawczyk, Robert Szmurlo, Pawel Zawadzki, Estera Kot, Jacek Starzynski and Anna Zawadzka

 

Warsaw University of Technology, Poland; National Research Institute of Oncology, Poland

P4502  

Entity and Entity Type Enhanced Capsule Network for Distant Supervision Relation Extraction [#56]

 

Hongjun Heng and Renjie Li

 

Civil Aviation University of China, China

P4503  

Latent shared representation for multi-view subspace clustering [#513]

 

Baifu Huang, Haoliang Yuan and Loi Lei Lai

 

Guangdong University of Technology, China

P4504  

Vehicle Trajectory Clustering in Urban Road Network Environment Based on Doc2Vec Model [#902]

 

Jun Kang, Haosen Ma, Zongtao Duan and Haojian He

 

Chang'an University, China

P4505  

Model-Agnostic Explanations using Minimal Forcing Subsets [#125]

 

Xing Han and Joydeep Ghosh

 

University of Texas at Austin, United States

P4506  

Attention-guided Progressive Partition Network for Human Parsing [#303]

 

Xi Huang, Chengkun He and Jie Shao

 

Guizhou University, China; Sichuan Artificial Intelligence Research Institute, China; University of Electronic Science and Technology of China, China

P4507  

In Your Face: Sentiment Analysis of Metaphor with Facial Expressive Features [#545]

 

Dongyu Zhang, Minghao Zhang, Teng Guo, Ciyuan Peng, Vidya Saikrishna and Feng Xia

 

Dalian University of Technology, China; Federation University Australia, Australia

P4508  

Regularizing CTC in Expectation-Maximization Framework with Application to Handwritten Text Recognition [#928]

 

Likun Gao, Heng Zhang and Cheng-Lin Liu

 

National Laboratory of Pattern Recognition (NLPR),Institution of Automation of Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, China; National Laboratory of Pattern Recognition (NLPR),Institution of Automation of Chinese Academy of Sciences, China; National Laboratory of Pattern Recognition (NLPR),Institution of Automation of Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; CAS Center for Excellence of Brain Science and Intelligence Technolog, China

P4509  

An Emotion-aided Gender Prediction System [#1418]

 

Chanchal Suman, Rohit Chaudhari, Sriparna Saha, Sudhir Kumar and Pushpak Bhattacharyya

 

IIT Patna, India; IIT Bombay, India

P4510  

Graph Theory for Metro Traffic Modelling [#1584]

 

Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides and Danilo P. Mandic

 

Imperial College London, United Kingdom

P4511  

A domain-mismatch speech recognition system in radio communication based on improved spectrum augmentation [#631]

 

Xiusong Sun, Qun Yang and Shaohan Liu

 

College of Computer Science and Technology of NUAA, China

P4512  

A Language Model Based Pseudo-Sample Deliberation for Semi-supervised Speech Recognition [#954]

 

Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou and Bo Xu

 

Institute of Automation, Chinese Academy of Sciences, China, China; Ping An Technology (Shenzhen) Co., Ltd., China

P4513  

Boost Transformer with BERT and copying mechanism for ASR error correction [#181]

 

Wenkun Li, Hui Di, Lina Wang, Kazushige Ouchi and Jing Lu

 

Research and Development Center, Toshiba, China

P4514  

Audio DistilBERT: A Distilled Audio BERT for Speech Representation Learning [#1082]

 

Fan Yu, Jiawei Guo, Wei Xi, Zhao Yang, Rui Jiang and Chao Zhang

 

Xi'an Jiaotong University, China

P4515  

Contrastive Learning for improving End-to-end Speaker Verification [#1219]

 

Yanxi Tang, Jianzong Wang, Xiaoyang Qu and Jing Xiao

 

Ping An Technology (Shenzhen) Co., China

Plenary Poster Session I24: Bio-inspired systems and application
Wednesday, July 21, 2:00PM-4:00PM, Room: IJCNN Virtual Room 10, Chair: Jian Luo

P4701  

Loss Prediction: End-to-End Active Learning Approach For Speech Recognition [#1076]

 

Jian Luo, Jianzong Wang, Ning Cheng and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd., China

P4702  

When Hearing the Voice, Who Will Come to Your Mind [#1261]

 

Zhenhou Hong, Jianzong Wang, Wenqi Wei, Jie Liu, Xiaoyang Qu, Bo Chen, Zihang Wei and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd, China

P4703  

End-to-end speech recognition with Alignment RNN-Transducer [#1540]

 

Tian Ying, Li Zerui, Liu Min, Ouchi Kazushige, Yan Long and Zhao Dan

 

Toshiba(China)Co.,Ltd, China; Beijing University of Posts and Telecommunications, China; Capital Normal University, China

P4704  

Cross-sentence Neural Language Models for Conversational Speech Recognition [#784]

 

Shih-Hsuan Chiu, Tien-Hong Lo and Berlin Chen

 

National Taiwan Normal University

P4705  

HRCS_EE: a human-robot collaboration system to help the elderly [#383]

 

Junhong Meng, Zhiquan Feng, Xujie Lang, Shaosong Dou, Changsheng Ai and Haiyan Shao

 

University of Jinan, China

P4706  

MPC-based control strategy of a neuro-inspired quadruped robot [#1622]

 

Paolo Arena, Luca Patane', Pierfrancesco Sueri and Salvatore Taffara

 

University of Catania, Italy; University of Messina, Italy

P4707  

Synchronization of complex networks in discrete-time for trajectory tracking using neural sliding modes with pinning control [#1016]

 

Julio A. Florez, Edgar N. Sanchez, Alexander G. Loukianov and Carlos J. Vega

 

CINVESTAV, Guadalajara, Mexico; CINVESTAV, Mexico, Mexico

P4708  

Optimizing Enhanced Cost Per Click via Reinforcement Learning Without Exploration [#616]

 

Sinan Li, Chun Yuan and Xin Zhu

 

Tsinghua University, China; JD.com, China

P4709  

Automatic optimization method for EAST-NBI beam extraction experiment parameters based on neural network [#243]

 

Jinxin Wang, Zhimin Liu, Na Wang, Yuanzhe Zhao, Yahong Xie and Yuanlai Xie

 

Institute of Plasma Physics, Hefei Institutes of Physical Science, Chinese Academy of Sciences; University of Science and Technology of China, China; Institute of Plasma Physics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China

P4710  

TeLCoS: OnDevice Text Localization with Clustering of Script [#1667]

 

Rachit S Munjal, Manoj Goyal, Rutika Moharir and Sukumar Moharana

 

Samsung Research, India

P4711  

MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization [#80]

 

Yongxin Zhang, Jiahai Wang, Zizhen Zhang and Yalan Zhou

 

School of Computer Science and Engineering, Sun Yat-sen University, China; Colloge of Information, Guangdong University of Finance and Economics, China

P4712  

A Robust Method with DropBlock for Face Anti-Spoofing [#1272]

 

Gang Wu, Zhuo Zhou and Zhenhua Guo

 

Tsinghua University, China; Tsinghua Shenzhen International Graduate School, China

P4713  

Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification [#687]

 

Jianwei Song and Ruoyu Yang

 

Nanjing University, China

P4714  

MF-Net: Meta Fusion Network for 3D object detection [#1133]

 

Zhaoxin Meng, Guiyang Luo, Quan Yuan, Jinglin Li and Fangchun Yang

 

Beijing University of Posts and Telecommunications, China

P4715  

Embedding Bottleneck Gated Recurrent Unit Network for Radar Signal Recognition [#765]

 

Yannan Wang, Guitao Cao, Daning Su, Hong Wang and He Ren

 

MoE Engineering Research Center of SW/HW Co-design Technology and Application, East China Normal University, China; Shanghai Research Institute of Microwave Equipment, China

Plenary Talk PleThu1: Transfer Learning and Knowledge Transfer Between Humans and Machines with Brain-Inspired Spiking Neural Networks for Adaptable and Explainable AI, Nikola Kasabov
Thursday, July 22, 8:00AM-9:00AM, Room: IJCNN Virtual Room 1, Chair: Xin Yao

Plenary Talk PleThu2: Awards & Closing Address
Thursday, July 22, 9:00AM-10:00AM, Room: IJCNN Virtual Room 1, Chair: Zeng-Guang Hou, Xin Yao, Tianzi Jiang

Session L60: Applications of deep networks
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 1, Chair: Nian Xue

10:45AM  

Multiple Object Tracking with GRU Association and Kalman Prediction [#167]

 

Zhen Li, Sunzeng Cai, Xiaoyi Wang, Hanyang Shao, Liang Niu and Nian Xue

 

Shanghai Grandhonor Information Technology Co.Ltd;Nanjing University of Aeronautics and Astronautic, China; Shanghai Grandhonor Information Technology Co.Ltd, China; New York University, United States; New York University, United Arab Emirates

11:05AM  

Learning Dynamic Coherence with Graph Attention Network for Biomedical Entity Linking [#1529]

 

Mumeng Bo and Meihui Zhang

 

Beijing Institute of Technology, China

11:25AM  

LSFB-CONT and LSFB-ISOL: Two New Datasets for Vision-Based Sign Language Recognition [#1256]

 

Jerome Fink, Frenay Benoit, Laurence Meurant and Anthony Cleve

 

NaDI & NaLTT institutes University of Namur, Belgium; NaDI institute University of Namur, Belgium; NaLTT institute University of Namur, Belgium

11:45AM  

Recognizing Chinese Discourse Relations Based on Multi-perspective and Hierarchical Modeling [#908]

 

Feng Jiang, Peifeng Li and Qiaoming Zhu

 

Soochow University, China

12:05PM  

Syntactical Distance Attention Guided Graph Convolutional Network for aspect-based sentiment analysis [#1650]

 

Xiao Luwei, Gu Donghong, Xue Yun, Hu Xiaohui and Zhu Yongsheng

 

South China Normal University, China

12:25PM  

Versatile Deep Learning Based Application for Time Series Imputation [#1736]

 

Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray and Vincent Gaudet

 

University of Waterloo, Canada

Session L61: Applications of deep networks
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 2, Chair: Zhenduo Zhang

10:45AM  

Triplet Angular Loss for Pose-Robust Face Recognition [#1205]

 

Zhenduo Zhang, Yongru Chen, Wenming Yang, Guijin Wang and Qingmin Liao

 

Tsinghua University, China

11:05AM  

Adversarial Domain Adaptation with Correlation Based Association Networks for Longitudinal Disk Fault Prediction [#797]

 

Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He and Mengling Feng

 

National University of Singapore, Singapore; Nanyang Technological University, Singapore; Alibaba Group, China

11:25AM  

Improving Object Detection in Art Images Using Only Style Transfer [#1534]

 

David Kadish, Sebastian Risi and Anders Sundnes Lovlie

 

IT University of Copenhagen, Denmark

11:45AM  

Brain Tumor Segmentation based on Knowledge Distillation and Adversarial Training [#1420]

 

Yaqing Hou, Tianbo Li, Qiang Zhang, Hua Yu and Hongwei Ge

 

Dalian University of Technology, China

12:05PM  

Cascade Network with Boundary-Adaptive Filter for Surgical Gesture Recognition [#801]

 

Huabin Chen, ZhenLiang Ni, Zhen Li and Guibin Bian

 

Institute of Automation, Chinese Academy of Sciences;University of Chinese Academy of Sciences, China; Institute of Automation, Chinese Academy of Sciences, China

12:25PM  

Data-driven Full-waveform Inversion Surrogate using Conditional Generative Adversarial Networks [#1642]

 

Saraiva Marcus, Forechi Avelino, de Oliveira Neto Jorcy, DelRey Antonio and Rauber Thomas

 

Universidade Federal do Espirito Santo, Brazil; Instituto Federal do Espirito Santo, Brazil; Petroleo Brasileiro S.A., Brazil

Session L62: Applications of deep networks
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 3, Chair: Simon Arvidsson

10:45AM  

Texture Mapping of Flags onto Polandball Characters using Convolutional Neural Nets [#1614]

 

Simon Arvidsson, Patrick Gabrielsson and Ulf Johansson

 

Department of Computing, Jonkoping University, Sweden

11:05AM  

Message Drives Image: A Coverless Image Steganography Framework Using Multi-Domain Image Translation [#1456]

 

Rui Xue and Yaning Wang

 

State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, China

11:25AM  

Measuring the Ripeness of Fruit with Hyperspectral Imaging and Deep Learning [#118]

 

Leon Amadeus Varga, Jan Makowski and Andreas Zell

 

University of Tuebingen, Germany; LuxFlux GmbH, Germany

11:45AM  

Multi-Attribute Enhancement Network for Person Search [#681]

 

Lequan Chen, Wei Xie, Zhigang Tu, Jinglei Guo, Yaping Tao and Xinming Wang

 

Central China Normal University, China; Wuhan University, China

12:05PM  

Symmetric Triangle Network for Object Detection Within X-ray Baggage Security Imagery [#894]

 

Weifeng Zhang, Jiajia Ni, Libo Liu and Qingmao Hu

 

Shenzhen Institutes of Advanced Technology,Chinese Academy of Science, China

12:25PM  

Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM [#1335]

 

Zahidul Islam, Mohammad Rukonuzzaman, Raiyan Ahmed, Md. Hasanul Kabir and Moshiur Farazi

 

Islamic University of Technology, Bangladesh; Data61-CSIRO, Australia

Session L63: Applications of deep networks
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 4, Chair: Mohita Chaudhary

10:45AM  

Transfer Learning Application for Berries Yield Forecasting using Deep Learning [#1755]

 

Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar and Fakhri Karray

 

University of Waterloo, Canada

11:05AM  

A Multi-level Semantic Fusion Approach for News Reprint Pattern Detection [#302]

 

Linzi Wang, Riheng Yao, Qiudan Li, Xina Zhang and Hejing Liu

 

"Institute of Automation, Chinese Academy of Sciences", "University of Chinese Academy of Sciences", China; "Institute of Automation, Chinese Academy of Sciences", China; "Institute of Automation, Chinese Academy of Sciences", "Shenzhen Artificial Intelligence and Data Science Institute (Longhua)", China; "Beijing Wenge Technology Co., Ltd.", China

11:25AM  

SRLF: A Stance-aware Reinforcement Learning Framework for Content-based Rumor Detection on Social Media [#1240]

 

Chunyuan Yuan, Wanhui Qian, Ma Qianwen, Zhou Wei and Hu Songlin

 

Institute of Information Engineering, Chinese Academy of Sciences, China

11:45AM  

DeeSCVHunter: A Deep Learning-Based Framework for Smart Contract Vulnerability Detection [#709]

 

Xingxin Yu, Haoyue Zhao, Botao Hou, Zonghao Ying and Bin Wu

 

Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

12:05PM  

Learning Multi-Graph Neural Network for Data-Driven Job Skill Prediction [#1110]

 

Liting Liu, Wenzheng Zhang, Jie Liu, Wenxuan Shi and Yalou Huang

 

College of Software, Nankai University, Tianjin, China; College of Artificial Intelligence, Nankai University, Tianjin, China

12:25PM  

NPLP: A Noisy Pseudo-Label Processing Approach for Unsupervised Domain-Adaptive Person Re-ID [#1192]

 

Tianbao Liang, Jianming Lv, Hualiang Li and Yuzhong Liu

 

South China University of Technology, China; Electric Power Research Institute of Guangdong Power Grid Co., Ltd., China

Session L64: Big Data & Pattern recognition
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 5, Chair: Akshay Shah

10:45AM  

HRotatE: Hybrid Relational Rotation Embedding for Knowledge Graph [#1875]

 

Akshay Shah, Bonaventure Molokwu and Ziad Kobti

 

School of Computer Science, University of Windsor, Ontario, Canada

11:05AM  

VDGAN: A Collaborative Filtering Framework Based on Variational Denoising with GANs [#747]

 

Sun Weifeng, Yu Shumiao and Dong Boxiang

 

Dalian University of Technology, China; Montclair State University, United States

11:25AM  

FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning [#1876]

 

Bingjie Yan, Boyi Liu, Lujia Wang, Yize Zhou, Zhixuan Liang, Ming Liu and Cheng-Zhong Xu

 

Hainan University, China; University of Macau; Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China; The Hong Kong Polytechnic University; The Hong Kong University of Science and Technology

11:45AM  

Prediction of Protein-Protein Interactions using Deep Multi-Modal Representations [#1550]

 

Kanchan Jha, Sriparna Saha and Snehanshu Saha

 

Indian Institute of Technology Patna, India; BITS Pilani K K Birla Goa Campus, India

12:05PM  

Attention-based LSTM for Motion Switching Detection of Particles in Living Cell [#374]

 

Bo You and Ge Yang

 

Digital Content Technology and Media Service Research Center, Institute of Automation, Chinese Academy of Sciences;School of Artificial Intelligence, University of Chinese Academy of Sciences;National Laboratory of Pattern Recognition, Institute of Automa, China; School of Artificial Intelligence, University of Chinese Academy of Sciences;National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China

12:25PM  

MPnnet: a Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces [#1517]

 

Nadia Mammone, Cosimo Ieracitano and Francesco Carlo Morabito

 

University Mediterranea of Reggio Calabria, Italy

Session L65: Pattern Recognition
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 6, Chair: Fuchang Han

10:45AM  

Explainable Predictions of Renal Cell Carcinoma with Interpretable Tree Ensembles from Contrast-enhanced CT Images [#1796]

 

Fuchang Han, Shenghui Liao, Renzhong Wu, Shu Liu, Yuqian Zhao and Yu Xie

 

Central South University, China

11:05AM  

Integrating General and Specific Priors into Deep Convolutional Neural Networks for Bladder Tumor Segmentation [#1978]

 

Xiao Huang, Xiaodong Yue, Zhikang Xu and Yufei Chen

 

Shanghai University, China; Tongji University, China

11:25AM  

Automatic Detection of Violence in Video Scenes [#334]

 

Ahmed Abo Eitta, Toka Barghash, Yousef Nafea and Walid Gomaa

 

Egypt-Japan University of Science and Technology, Egypt

11:45AM  

Automated Detection of COVID-19 on a Small Dataset of Chest CT Images using Metric Learning [#1498]

 

Shipra Madan, Santanu Chaudhury and Tapan Gandhi

 

Indian Institute of Technology, Delhi, India; Indian Institute of Technology, Jodhpur, India

12:05PM  

FreSaDa: A French Satire Data Set forCross-Domain Satire Detection [#249]

 

Radu Tudor Ionescu and Adrian Gabriel Chifu

 

University of Bucharest, Romania; Aix-Marseille Universite, France

12:25PM  

On Accurate Computation of Trajectory Similarity via Single Image Super-Resolution [#852]

 

Hanlin Cao, Haina Tang, Yulei Wu, Fei Wang and Yongjun Xu

 

University of Chinese Academy of Science, China; University of Exeter, England; Institute of Computing Technology, Chinese Academy of Sciences, China

Session L66: Pattern and Speech Recognition
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 7, Chair: Hualei Yu

10:45AM  

GSAPool: Gated Structure Aware Pooling for Graph Representation Learning [#487]

 

Hualei Yu, Jinliang Yuan, Hao Cheng, Meng Cao and Chongjun Wang

 

Nanjing University, China

11:05AM  

Online Anomalous Taxi Trajectory Detection Based on Multidimensional Criteria [#555]

 

Dongmei Chen, Yang Du, Shenghui Xu, Yu-E Sun, He Huang and Guoju Gao

 

School of Computer Science and Technology, Soochow University, China; School of Rail Transportation, Soochow University, China

11:25AM  

Computational Intelligence Techniques Applied to a Preliminary Exploration of Climatic Traits using Meteosat Water Vapor Images. [#610]

 

Julio J. Valdes and Antonio Pou

 

National Research Council Canada, Canada; Autonomous University of Madrid, Spain

11:45AM  

Dynamic-graph-based Unsupervised Domain Adaptation [#39]

 

Yongjie Du, Deyun Zhou, Jiao Shi, Yu Lei and Maoguo Gong

 

Northwestern Polytechnical University, China; Xidian University, China

12:05PM  

Towards Modeling Auditory Restoration in Noisy Environments [#1531]

 

Yating Huang, Yunzhe Hao, Jiaming Xu and Bo Xu

 

Institute of Automation, Chinese Academy of Sciences, China

12:25PM  

Transfer Ability of Monolingual Wav2vec2.0 for Low-resource Speech Recognition [#944]

 

Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou and Bo Xu

 

Institute of Automation, Chinese Academy of Sciences, China, China; Ping An Technology (Shenzhen) Co., Ltd., China

Session L67: Speech Recognition & Robotics
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 8, Chair: Matthias Moeller

10:45AM  

Controlling the Noise Robustness of End-to-End Automatic Speech Recognition Systems [#1669]

 

Matthias Moeller, Johannes Twiefel, Cornelius Weber and Stefan Wermter

 

University of Hamburg, Germany

11:05AM  

CACnet: Cube Attentional CNN for Automatic Speech Recognition [#1354]

 

Nan Zhang, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Ning Cheng and Xiao Jing

 

Ping An Technology (Shenzhen) Co., Ltd., China

11:25AM  

Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments [#1734]

 

Snigdhaswin Kar, Prabodh Mishra, Ju Lin, Min-Jae Woo, Nicholas Deas, Caleb Linduff, Sufeng Niu, Yuzhe Yang, Jerome McClendon, D. Hudson Smith, Melissa Smith, Ronald Gimbel and Kuang-Ching Wang

 

Clemson University, United States

11:45AM  

A Lightweight sequence-based Unsupervised Loop Closure Detection [#657]

 

Fan Xiong, Mingrui Yu, Yan Ding, Wenzhe Zhao, Nanning Zheng and Pengju Ren

 

Xi'an Jiaotong University, China

12:05PM  

One-Shot Imitation Learning on Heterogeneous Associated Tasks via Conjugate Task Graph [#1129]

 

Tiancheng Huang, Feng Zhao and Donglin Wang

 

Zhejiang University, China; Westlake University, China

12:25PM  

Object recognition for robotics from tactile time series data utilising different neural network architectures [#379]

 

Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T.M. McGinnity and T.M. McGinnity

 

Karlsruhe Institute of Technology, Switzerland; Nottingham Trent University, United Kingdom; Ulster University, United Kingdom

Plenary Poster Session I25: ANN Applications and Models
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 9, Chair: Weibin Liu; Yanhao Cheng

P4901  

Complementary Feature Pyramid Network for Human Pose Estimation [#507]

 

Yanhao Cheng, Weibin Liu and Weiwei Xing

 

Beijing Jiaotong University, China

P4902  

D2Defend: Dual Domain based Defense against Adversarial Examples [#1372]

 

Xin Yan, Yanjie Li, Tao Dai, Yang Bai and Shu-Tao Xia

 

Tsinghua University, China

P4903  

Deep Convolutional Neural Networks based on Manifold for Smoke Recognition [#622]

 

Ming Cheng, Pei Ma, Ruhan He, Jia Chen, Zili Zhang and Jin Huang

 

Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, China; Engineering Research Center of Hubei Province for Clothing Information, China; Wuhan Textile University, China

P4904  

Learning a Deep Reinforcement Learning Policy Over the Latent Space of a Pre-trained GAN for Semantic Age Manipulation [#378]

 

Kumar Shubham, Gopalakrishnan Venkatesh, Reijul Sachdev, Akshi Akshi, Dinesh Babu Jayagopi and Gopalakrishnan Srinivasaraghavan

 

International Institute of Information Technology, Bangalore, India; Indian Institute of Technology, Madras, India

P4905  

On the Evaluation of Semi-Supervised 2D Segmentation for Volumetric 3D Computed Tomography Baggage Security Screening [#65]

 

Qian Wang and Toby Breckon

 

Durham University, United Kingdom

P4906  

GazeFlow: Gaze Redirection with Normalizing Flows [#511]

 

Yong Wu, Hanbang Liang, Xianxu Hou and Linlin Shen

 

Shenzhen University, China

P4907  

Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression [#800]

 

Jinheng Xie, Jun Wan, Linlin Shen and Zhihui Lai

 

Shenzhen University, China

P4908  

High-Resolution Recurrent Gated Fusion Network for 3D Pancreas Segmentation [#515]

 

Weijia Li, Xing Wu, Yangjinan Hu, Lulu Wang, Zhongshi He and Jinglong Du

 

Chongqing University, China; Columbia University, United States; Chongqing Medical University, China

P4909  

Fast CNN Inference by Adaptive Sparse Matrix Decomposition [#978]

 

Nannan Tian, Yong Liu, Weiping Wang and Dan Meng

 

Institute of Information Engineering,Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; Gaoling School of artificial intelligence, Renmin University of China, China; Institute of Information Engineering,Chinese Academy of Sciences, China

P4910  

Automatic CNN Compression Based on Hyper-parameter Learning [#1089]

 

Nannan Tian, Yong Liu, Weiping Wang and Dan Meng

 

Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; Gaoling School of artificial intelligence, Renmin University of China, China; Institute of Information Engineering, Chinese Academy of Sciences, China

P4911  

Online Multi-Object Tracking with United Siamese Network and Candidate-Refreshing Model [#808]

 

Donghang Chen, Xiang Zhang, Ran Tian, Yingqi Tang, Yujie Hu and Shaozhi Wu

 

University of Electronic Science and Technology of China, China

P4912  

Attention Based Double Layer LSTM for Chinese Image Captioning [#1091]

 

Wei Wu and DeShuai Sun

 

Computer Science Department, Inner Mongolia University, China

P4913  

Dynamic Scene Deblurring Using Enhanced Feature Fusion and Multi-Distillation Mechanism [#1786]

 

Qianyi Zhang, Zhixin Zeng, Yiming Liu, Kang Tang and Ji Wang

 

National University of Defense Technology, China; Hunan Normal University, China

P4914  

Adaptive Texture Distillation Network for Image Hybrid Super-Resolution [#1046]

 

Chunlei Liu, Zhen Han, Jiaxing Wen, Hui Hu, Zhongyuan Wang and Weiping Tu

 

Wuhan University, China

P4915  

A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation [#1896]

 

Feng Luo, Bin-Bin Gao, Jiangpeng Yan and Xiu Li

 

Tsinghua University, China; Tencent, China

Plenary Poster Session I26: ANN Applications and Models
Thursday, July 22, 10:45AM-12:45PM, Room: IJCNN Virtual Room 10, Chair: Zhuangqi Chen

P5101  

A Light-weighted One-stage Framework for Speech Enhancement [#786]

 

Zhuangqi Chen and Pingjian Zhang

 

South China University of Technology, China

P5102  

F-AttNet: Towards Multi-scale Feature Fusion for Fashion Attribute Prediction [#775]

 

Gaurab Bhattacharya, Nikhil Kilari, Jayavardhana Gubbi, Bagya Lakshmi V. and Balamuralidhar P.

 

Embedded Systems and Robotics, TCS Research, India

P5103  

Unsupervised low-light Image Enhancement with Quality-Task-Perception Loss [#1223]

 

Haoming Guo, Wei Xu and Song Qiu

 

East China Normal University, China

P5104  

Bi-encoder Network with Structure-texture Consistency for Image Inpainting [#496]

 

Chujun Qin, Zhilin Huang, Ruixin Liu, Zhenyu Weng and Yuesheng Zhu

 

Communication and Information Security Laboratory, Shenzhen Graduate School, Peking University, China

P5105  

MMPoint-GNN: Graph Neural Network with Dynamic Edges for Human Activity Recognition through a Millimeter-wave Radar [#799]

 

Peixian Gong, Chunyu Wang and Lihua Zhang

 

Fudan University, China

P5106  

Integration of Coordinate and Geometric Surface Normal for 3D Point Cloud Object Detection [#456]

 

Yan Zhao, Jihong Zhu, Haoyu Liang and Lyujie Chen

 

Department of Computer Science and Technology Tsinghua University, China; Department of Precision Instrument Tsinghua University, China

P5107  

Target-aware for Few-shot Segmentation [#710]

 

Xiaoliu Luo, Taiping Zhang, Zhao Duan and Jin Tan

 

College of Computer Science,Chongqing University, China

P5108  

Adaptive Coarse-to-Fine Interactor for Multi-Scale Object Detection [#94]

 

Zekun Li, Yufan Liu, Bing Li, Weiming Hu and Xue Zhou

 

Institute of automation, Chinese Academy of Sciences, China; School of Automation Engineering,University of Electronic Science and Technology of China, China

P5109  

Learning Diverse Local Patterns for Deepfake Detection with Image-level Supervision [#1429]

 

Hefei Ling, Junrui Huang, Chengxin Zhao, Yutong Yao, Jiazhong Chen and Ping Li

 

Huazhong University of Science and Technology, China

P5110  

Spatio-Temporal Fusion Network for Video Super-Resolution [#12]

 

Huabin Li and Pingjian Zhang

 

South China University of Technology, China

P5111  

Channel Interaction with Local Enhancement for Few-Shot Semantic Segmentation [#957]

 

Jie Gao, Xiaoliu Luo and Taiping Zhang

 

Chongqing University, China

P5112  

Power Pooling: An Adaptive Pooling Function for Weakly Labelled Sound Event Detection [#1398]

 

Liu Yuzhuo, Chen Hangting, Wang Yun and Zhang Pengyuan

 

University of Chinese Academy of Sciences, China; Facebook, United States

P5113  

NVNet: An Enhanced Attention Network for Segmenting Neck Vascular from Ultrasound Images [#815]

 

Bohao Zhang, Changbo Wang and Chenhui Li

 

Software Engineering Institute, East China Normal University, Shanghai, China; School of Computer Science and Technology, East China Normal University, Shanghai, China

P5114  

GACAN Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series [#159]

 

Sikai Zhang, Hong Zheng, Hongyi Su, Bo Yan, Jiamou Liu and Song Yang

 

Beijing Institute of Technology, China; The University of Auckland, New Zealand

P5115  

Distributed Emergent Agreements with Deep Reinforcement Learning [#389]

 

Kyrill Schmid, Robert Mueller, Lenz Belzner, Johannes Tochtermann and Claudia Linnhoff-Popien

 

LMU Munich, Germany; MaibornWolff GmbH, Germany

Session L68: Robotics & NN approaches to Optimization
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 1, Chair: Tingting Su

1:00PM  

A Multi-objective Fusion Internal Preload Optimization Method of Redundantly Actuated Parallel Robots for Backlash Prevention [#1473]

 

Tingting Su, Xu Liang, Jiyu Liang, Weiqun Wang, Guangping He, Quanliang Zhao, Lei Zhao, Can Huang and Yuze Jiao

 

North China University of Technology, China; Institute of Automation, Chinese Academy of Sciences, China

1:20PM  

Policy Optimization for Berth Allocation Problems [#931]

 

Cristiano Cervellera, Mauro Gaggero and Danilo Maccio'

 

National Research Council, Italy

1:40PM  

Learning the Step-size Policy for the Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm [#1042]

 

Lucas Egidio, Anders Hansson and Bo Wahlberg

 

Universite Catholique de Louvain, Belgium; Linkoping University, Sweden; KTH Royal Institute of Technology, Sweden

2:00PM  

STRIDE: Scene Text Recognition In-Device [#1741]

 

Rachit S Munjal, Arun D Prabhu, Nikhil Arora, Sukumar Moharana and Gopi Ramena

 

Samsung Research, Bangalore, India

2:20PM  

A Novel Joint Model with Second-Order Features and Matching Attention for Aspect-Based Sentiment Analysis [#911]

 

Rao Guozheng, Gu Xinru, Feng Zhiyong, Cong Qing and Zhang Li

 

Tianjin University, China; Tianjin University of Science and Technology, China

2:40PM  

Learning Primal Heuristics for Mixed Integer Programs [#318]

 

Yunzhuang Shen, Yuan Sun, Andrew Eberhard and Xiaodong Li

 

RMIT University, Australia; Monash University, Australia

Session L69: Optimisation and Signal Processing
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 2, Chair: Jiamin Lu

1:00PM  

Efficient Subgraph Pruning & Embedding for Multi-Relation QA over Knowledge Graph [#66]

 

Jiamin Lu, Zixuan Zhang, Xiaoqing Yang and Jun Feng

 

Hohai University, China

1:20PM  

Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization [#677]

 

Stephen Friess, Peter Tino, Zhao Xu, Stefan Menzel, Bernhard Sendhoff and Xin Yao

 

University of Birmingham, United Kingdom; NEC Laboratories Europe GmbH, Germany; Honda Research Institute Europe GmbH, Germany; Southern University of Science and Technology, China

1:40PM  

Speeding up Computational Morphogenesis with Online Neural Synthetic Gradients [#158]

 

Yuyu Zhang, Heng Chi, Binghong Chen, Tsz Ling Elaine Tang, Lucia Mirabella, Le Song and Glaucio H. Paulino

 

Georgia Institute of Technology, United States; Siemens Corporate Technology, United States

2:00PM  

Multi-Scale Attention Network Based on Multi-Feature Fusion for Person Re-Identification [#146]

 

Minghao Li, Liming Yuan, Xianbin Wen, Jianchen Wang, Gengsheng Xie and Yansong Jia

 

Tianjin University of Technology, China

2:20PM  

Weakly Labeled Semi-Supervised Sound Event Detection with Multi-Scale Residual Attention [#1345]

 

Maolin Tang, Qijun Zhao and Zhengxi Liu

 

Sichuan University, China

2:40PM  

From Coarse to Fine: Hierarchical Multi-scale Temporal Information Modeling via Sub-group Convolution for Video Action Recognition [#1480]

 

Fengwen Cheng, Huicheng Zheng and Zehua Liu

 

Sun Yat-sen University, China

Session L70: Signal processing, image processing, and multi-media
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 3, Chair: Andrey Guzhov

1:00PM  

ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio [#1746]

 

Andrey Guzhov, Federico Raue, Joern Hees and Andreas Dengel

 

German Research Center for Artificail Intelligence GmbH (DFKI), Germany

1:20PM  

EDKE: Encoder-Decoder based Kernel Estimation for Blind Image Super-resolution [#1815]

 

Mingyan Zhu, Tao Dai, Shu-Tao Xia and Maowei Hu

 

Tsinghua Shenzhen International Graduate School, Tsinghua University, China; Shenzhen Yuedong Tianxia Technology, China

1:40PM  

No-reference Image Quality Assessment Based on Multi-scale Convolutional Neural Network Assisted with Visual Saliency [#1334]

 

Huajie Wang, Mei Li and Lei Chen

 

East China Normal University, China

2:00PM  

Faster BiSeNet : A Faster Bilateral Segmentation Network for Real-time Semantic Segmentation [#276]

 

Qi Xu, Yinan Ma, Jing Wu and Chengnian Long

 

Shanghai Jiao Tong University, China

2:20PM  

Dense Video Captioning with Hierarchical Attention-Based Encoder-Decoder Networks [#1468]

 

Mingjing Yu, Huicheng Zheng and Zehua Liu

 

Sun Yat-sen University, China

2:40PM  

Energy-saving CNN with Clustering Channel Pruning [#1431]

 

Nannan Tian, Yong Liu, Weiping Wang and Dan Meng

 

Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; Gaoling School of artificial intelligence, Renmin University of China, China; Institute of Information Engineering, Chinese Academy of Sciences, China

Session L71: Signal processing, image processing, and multi-media
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 4, Chair: Wang Tana

1:00PM  

A Contextual Attention Network for Multimodal Emotion Recognition in Conversation [#1432]

 

Tana Wang, Yaqing Hou, Dongsheng Zhou and Qiang Zhang

 

Dalian University of Technology, China; Dalian University, China

1:20PM  

GIMD-Net: An effective General-purpose Image Manipulation Detection Network, even under anti-forensic attacks [#1835]

 

Gurinder Singh and Puneet Goyal

 

Indian Institute of Technology Ropar, India

1:40PM  

Infrared and Visible Image Fusion Based on Multi-scale Network with Dual-channel Information Cross Fusion Block [#1330]

 

Yang Yong, Kong Xiangkai, Huang Shuying, Wan Weiguo, Liu Jiaxiang and Zhang Wang

 

Jiangxi University of Finance and Economics, China; Tiangong University, China

2:00PM  

CSRDNN: An Integrated Scheme for Single Satellite Image Colorization and Super-Resolution Using Deep Neural Networks [#675]

 

Jianan Feng, Qian Jiang, Xin Jin, Ching-Hsun Tseng, Shin-Jye Lee and Shaowen Yao

 

School of Software, Yunnan University, China; Department of computer science, University of Manchester, United Kingdom; Institute of Technology Management, National Yang Ming Chiao Tung University; Engineering Research Center of Cyberspace, Yunnan University, China

2:20PM  

Person Image Synthesis in Arbitrary 3D Poses Based on Part Affinity Fields [#987]

 

Jue Wang, Shaoli Huang and Dacheng Tao

 

University of Technology Sydney, Australia; The University of Sydney, Australia

2:40PM  

Saliency Guided Discriminative Learning for Insect Pest Recognition [#288]

 

Qiuhong Luo, Li Wan, Lichao Tian and Zhu Li

 

College of Computer Science, Chongqing University, China; Urban Landscape Engineering Technology Research Center, Chongqing Landscape and Gardening Research Institute, China; College of plant protection, Southwest University, China

Session L72: Signal processing, image processing, and multi-media
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 5, Chair: Rajeshreddy Datla

1:00PM  

Scene Classification in Remote Sensing Images using Dynamic Kernels [#572]

 

Rajeshreddy Datla, Vishnu Chalavadi and Krishna Mohan Chalavadi

 

Advanced Data Processing Research Institute, India; Indian Institute of Technology Hyderabad, India

1:20PM  

CMVCG: Non-autoregressive Conditional Masked Live Video Comments Generation Model [#1587]

 

Zehua Zeng, Chenyang Tu, Neng Gao, Cong Xue, Cunqing Ma and Yiwei Shan

 

State Key Laboratory of Information Security, Institute of Information Engineering, CAS; School of Cyber Security, University of Chinese Academy of Sciences, China; State Key Laboratory of Information Security, Institute of Information Engineering, CAS, China; Institute of Information Engineering, Chinese Academy of Sciences, China

1:40PM  

Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading [#1067]

 

Li Tian, Liyan Ma, Zhijie Wen, Shaorong Xie and Yupeng Xu

 

Shanghai University, China; Shanghai Jiao Tong University, China

2:00PM  

Diversified Point Cloud Classification Using Personalized Federated Learning [#833]

 

Anshun Xue, Xinghua Zhu, Jianzong Wang and Jing Xiao

 

Tsinghua University, China; Ping An Technology (Shenzhen) Co., Ltd., China

2:20PM  

LITNet: A Light-weight Image Transform Net for Image Style Transfer [#803]

 

Huihong Shi, Wendong Mao and Zhongfeng Wang

 

Nanjing University, China

2:40PM  

Density-Sorting-Based Convolutional Fuzzy Min-Max Neural Network for Image Classification [#205]

 

Mingxi Sun, Wei Huang and Jinsong Wang

 

Tianjin University of Technology, China

Session L73: Temporal data analysis, prediction, and forecasting; time series analysis
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 6, Chair: Pengxiang Shi

1:00PM  

Self-Supervised Pre-training for Time Series Classification [#1007]

 

Pengxiang Shi, Wenwen Ye and Zheng Qin

 

Tsinghua University, China; Baidu, China

1:20PM  

Multiplicative Attention Mechanism for Multi-horizon Time Series Forecasting [#1377]

 

Runpeng Cui, Jianqiang Wang and Zheng Wang

 

Tsinghua University, China; AI Labs, Didi Chuxing, China

1:40PM  

Adaptive Dila-DenseNet for Image based Time Series Classification in IoT [#362]

 

Qiao Jiang, Shuo Zhang, Jiayuan Chen, Xiaofei Chen, Chonglin Gu and Hejiao Huang

 

Harbin Institute of Technology (ShenZhen), China

2:00PM  

Toward Understanding Acceleration-based Activity Recognition Neural Networks with Activation Maximization [#647]

 

Naoya Yoshimura, Takuya Maekawa and Takahiro Hara

 

Osaka University, Japan

2:20PM  

Prototypical Inception Network with Cross Branch Attention for Time Series Classification [#174]

 

Jingyu Sun, Susumu Takeuchi and Ikuo Yamasaki

 

NTT Corporation, Japan

2:40PM  

Tensorial Time Series Prediction via Tensor Neural Ordinary Differential Equations [#1694]

 

Mingyuan Bai, Qibin Zhao and Junbin Gao

 

Discipline of Business Analytics, The University of Sydney Business School, The University of Sydney, Australia; Tensor Learning Team, RIKEN AIP, RIKEN, Japan

Session L74: Temporal data analysis, prediction, and forecasting; time series analysis
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 7, Chair: Prathosh AP

1:00PM  

Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models [#1524]

 

Hritik Bansal, Gantavya Bhatt, Pankaj Malhotra and Prathosh A.P.

 

Indian Institute of Technology Delhi, India; University of Washington Seattle, United States; TCS Research, India

1:20PM  

A Transferable Technique for Detecting and Localising Segments of Repeating Patterns in Time series [#1865]

 

Mahtab Mirmomeni, Lars Kulik and James Bailey

 

The University of Melbourne, Australia

1:40PM  

A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning [#961]

 

Julia Gastinger, Sebastien Nicolas, Dusica Stepic, Mischa Schmidt and Anett Schuelke

 

NEC Laboratories Europe, Germany

2:00PM  

Multi-view Geometry Consistency Network for Facial Micro-Expression Recognition From Various Perspectives [#1640]

 

Yawen Lu, Nikola Kasabov and Guoyu Lu

 

Rochester Institute of Technology, United States; Auckland University of Technology, New Zealand

2:20PM  

Evaluation of Generative Adversarial Networks for Time Series Data [#416]

 

Hiba Arnout, Johanna Bronner and Thomas Runkler

 

Siemens AG / TU Munich, Germany; Siemens AG, Germany

2:40PM  

Modeling Long- and Short-Term User Behaviors for Sequential Recommendation with Deep Neural Networks [#1160]

 

Cairong Yan, Yiwei Wang, Yanting Zhang, Zijian Wang and Pengwei Wang

 

Donghua University, China

Session L75: Temporal data analysis, prediction, and forecasting; time series analysis
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 8, Chair: Sohini Roychowdhury

1:00PM  

OPAM: Online Purchasing-behavior Analysis using Machine learning [#387]

 

Sohini Roychowdhury, Ebrahim Alareqi and Wenxi Li

 

FourthBrain.ai, United States; Volvo Cars USA, United States; University of California, Berkeley, United States

1:20PM  

Temporal Convolutional Attention Neural Networks for Time Series Forecasting [#1987]

 

Yang Lin, Irena Koprinska and Mashud Rana

 

School of Computer Science, University of Sydney Sydney, AustraliaSchool of Computer Science, University of Sydney, Australia; Data61, CSIRO, Australia

1:40PM  

Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults [#1989]

 

Klein Patrick, Weingarz Niklas and Bergmann Ralph

 

University of Trier, Germany

2:00PM  

Intelligent Failure Prediction in Industrial Vehicles [#1287]

 

Basem Suleiman, Ali Anaissi, Bochao Zhan and Muhammad Johan Alibasa

 

University of Sydney, Australia; Telkom University, Indonesia

2:20PM  

Forecasting Stock Prices Using Stock Correlation Graph: A Graph Convolutional Network Approach [#27]

 

Xingkun Yin, Da Yan, Abdullateef Almudaifer, Sibo Yan and Yang Zhou

 

University of Toronto, Canada; The University of Alabama at Birmingham, United States; Freddie Mac, United States; Auburn University, United States

2:40PM  

Deep RNN with Pseudo Loss Objective for Forecasting Stop-over Decisions of Wild Migratory Birds [#1034]

 

Kehinde Owoeye

 

University College London, United Kingdom

Plenary Poster Session I27: Deep Learning and Applications
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 9, Chair: Huanlai Xing

P5301  

RNTS: Robust Neural Temporal Search for Time Series Classification [#101]

 

Xiao Zhiwen, Xu Xin, Xing Huanlai, Qu Rong, Song Fuhong and Zhao Bowen

 

Southwest Jiaotong University, China; China University of Mining and Technology, China; University of Nottingham, United Kingdom

P5302  

CyCo: A Temporal Cycle Consistency Based Labeling Method for Time Series Data [#1197]

 

Fengrui Liu, Haiyang Jiang, Zulong Diao, Yanbiao Li and Gaogang Xie

 

Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Computer Network Information Center, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China

P5303  

Wavelet-Temporal Neural Network for Multivariate Time Series Prediction [#1638]

 

He Jianing, Gong Xiaolong and Huang Linpeng

 

Shanghai Jiao Tong University, China; Peking University, China

P5304  

A Survey on Classical and Deep Learning based Intermittent Time Series Forecasting Methods [#1980]

 

Karthikeswaren Ramachandran, Kanishka Kayathwal, Gaurav Dhama and Ankur Arora

 

Mastercard, India

P5305  

Pattern-based Forecasting of Monthly Electricity Demand using Support Vector Machine [#449]

 

Pawel Pelka

 

Czestochowa University of Technolog, Poland

P5306  

Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting [#446]

 

Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Jose Donizetti de Lima, Jose Henrique Kleinubing Larcher, Viviana Cocco Mariani and Leandro dos Santos Coelho

 

Federal University of Technology - Parana, Brazil; Pontifical Catholic University of Parana, Brazil

P5307  

A Bayesian Learning Network for Traffic Speed Forecasting with Uncertainty Quantification [#573]

 

Ying Wu and James J.Q. Yu

 

Southern University of Science and Technology, China

P5308  

Multi-Temporal Convolutions for Human Action Recognition in Videos [#819]

 

Alexandros Stergiou and Ronald Poppe

 

Utrecht University, Netherlands

P5309  

STG-Meta: Spatial-Temporal Graph Meta-Learning for Traffic Forecasting [#2007]

 

Jiadong Li, Wang Pan, Qipu Deng, Zhi Wang and Wenwu Zhu

 

Tsinghua University, China

P5310  

Wind Speed Forecasting via Multi-task Learning [#1408]

 

Gabriel R. Lencione and Fernando J. Von Zuben

 

University of Campinas (Unicamp), Brazil

P5311  

Dyna-PTM: OD-enhanced GCN for Metro Passenger Flow Prediction [#941]

 

Congjie He, Haowei Wang, Xinrui Jiang, Meng Ma and Ping Wang

 

School of Software and Microelectronics, Peking University, China; School of Electronic and Computer Engineering, Peking University, China; School of Electronics Engineering and Computer Science, Peking University, China; National Engineering Research Center for Software Engineering, Peking University, China; School of Software and Microelectronics, Peking University; National Engineering Research Center for Software Engineering, Peking University; Key Laboratory of High Confidence Software Technologies (PKU), Ministry of Education, China

P5312  

Causal and Non-causal Training: A Dynamic Gap-complementary Generative Framework for Session-based Recommendation [#529]

 

Ruoran Huang, Chuanqi Han and Li Cui

 

Institute of Computing Technology, Chinese Academy of Sciences, China

P5313  

Spatially Aggregated Photovoltaic Power Prediction using Wavelet and Convolutional Neural Networks [#1114]

 

Sarah Almaghrabi, Mashud Rana, Margaret Hamilton and Mohammad Saiedur Rahaman

 

School of Computing Technologies, RMIT University, Melbourne, Australia; Data61, CSIRO, Australia

P5314  

Analysis of Technical, Economic and Social Information Features to Predict the Bitcoin Price Direction for Day-Trade Operations [#1685]

 

Dennys Mallqui and Ricardo Fernandes

 

Federal University of Sao Carlos, Brazil

P5315  

Graph Neural Network Based Interference Estimation for Device-to-Device Wireless Communications [#1706]

 

He Jiang, Lusi Li, Zhenhua Wang and Haibo He

 

University of Rhode Island, United States

Plenary Poster Session I28: Deep Learning and Applications
Thursday, July 22, 1:00PM-3:00PM, Room: IJCNN Virtual Room 10, Chair: Lusi Li

P5501  

Graph-based Multi-view Learning for Cooperative Spectrum Sensing [#1712]

 

Lusi Li, He Jiang and Haibo He

 

University of Rhode Island, United States

P5502  

Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning [#1864]

 

Syed Qaisar Jalil, Mubashir Husain Rehmani and Stephan Chalup

 

School of Electrical Engineering and Computing, The University of Newcastle, Australia; Department of Computer Science, Munster Technological University, Ireland

P5503  

Deep Learning based Automatic Modulation Classification Exploiting the Frequency and Spatiotemporal Domain of Signals [#1343]

 

Li Bingyang, Wang Wen, Zhang Xiaofei and Zhang Meng

 

Institute of Information Engineering,Chinese Academy of Sciences, China; The State Radio Monitoring Center, China

P5504  

Microwave Link Failures Prediction via LSTM-based Feature Fusion Network [#1858]

 

Zichan Ruan, Shuiqiao Yang, Lei Pan, Xingjun Ma, Wei Luo and Marthie Grobler

 

School of Information Technology, Deakin University, Australia; Data Science Institute, University of Technology Sydney, Australia; CSIRO's Data61, Australia

P5505  

Sequence-Aware Graph Neural Network for Session-based Recommendation [#1843]

 

Zhencheng Huang, Dehao Wu, Zhenyu Weng, Yuesheng Zhu and Zhiqiang Bai

 

Communication and Information Security Lab Shenzhen Graduate School of Peking University, China

P5506  

SSR: Explainable Session-based Recommendation [#1004]

 

Jiayi Chen, Wen Wu, Wenxin Hu, Wei Zheng and Liang He

 

East China Normal University, China

P5507  

Social Influence Prediction with Train and Test Time Augmentation for Graph Neural Networks [#1033]

 

Hongbo Bo, Ryan McConville, Jun Hong and Weiru Liu

 

University of Bristol, United Kingdom; University of the West of England, United Kingdom

P5508  

Employer-Employee Network for Conversational Recommendation [#891]

 

Zijing Yang, Xin Lin, Linlin Wang, Liang He, Yixin Chen and Zhaohui Yang

 

East China Normal University, China; National University of Defense Technology, China; Insigma Hengtian Software Ltd., China

P5509  

A two-stage community search method based on seed replacement and joint random walk [#312]

 

Ju Li, HuiFang Ma, QingQing Li, Zhixin Li and Liang Chang

 

Northwest Normal University, China; Guangxi Normal University, China; Guilin University of Electronic Technology, China

P5510  

Incorporating User Preference into Multi-community and Outliers Search [#349]

 

Li Qingqing, Ma Huifang, Li Ju, Li Zhixin and Jiang Yanbin

 

Northwest Normal University, Zimbabwe; Guangxi Normal University, Zimbabwe

P5511  

Attentional Social Recommendation System with Graph Convolutional Network [#874]

 

Yanbin Jiang, HuiFang Ma, Yuhang Liu and Zhixin Li

 

Northwest Normal University, China; Guangxi Normal University, China

P5512  

Exploring Sentence Embedding Structures for Semantic Relation Extraction [#453]

 

Alexander Kalinowski and Yuan An

 

Drexel University, United States

P5513  

Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction [#623]

 

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito and Sen Yoshida

 

NTT Corporation, Japan

P5514  

Attention-based Multi-proximity Preserved Attributed Network Embedding [#575]

 

Xing-Xing Liu, Kai Wang, Chang-Dong Wang and Ling Huang

 

Sun Yat-sen University, China; South China Agricultural University, China

P5515  

Homogeneous Symptom Graph Attentive Reasoning Network for Herb Recommendation [#1068]

 

Yinghong Zhang, Song Liu, Jianhui Xie, Ruixing Liu, Yuesheng Zhu and Zhiqiang Bai

 

Communication and Information Security Laboratory, Shenzhen Graduate School of Peking University, China

Session L76: Communications and computer networks
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 1, Chair: Yu Guo

4:00PM  

TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification [#1255]

 

Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui and Gaopeng Gou

 

Institute of Information Engineering, Chinese Academy of Sciences&School of Cyber Security, University of Chinese Academy of Sciences, China

4:20PM  

UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning [#2001]

 

Candong Rong, Gaopeng Gou, Chengshang Hou, Zhen Li, Gang Xiong and Li Guo

 

Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China, China

4:40PM  

R2L: Routing with Reinforcement Learning [#670]

 

Joao Reis, Truong Khoa Phan, Morteza Kheirkhah, Fan Yang, David Griffin, Miguel Rocha and Miguel Rio

 

University College London, United Kingdom; Centre of Biological Engineering - Department of Informatics - University of Minho, Portugal

5:00PM  

Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification [#1822]

 

Yu Guo, Gaopeng Gou, Gang Xiong, Minghao Jiang, Junzheng Shi and Wei Xia

 

Institute of Information Engineering, Chinese Academy of Sciences&School of Cyber Security, University of Chinese Academy of Sciences, China

5:20PM  

Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks [#1532]

 

Zhenjie Yao, Qian Xu, Yongrui Chen, Yanhui Tu, He Zhang and Chen Yixin

 

Institute of Microelectronics, Chinese Academy of Sciences, China; Purple Mountain Laboratories, China; University of Chinese Academy of Sciences, China; Nanjing Future Network Industry Innovation Co., LTD, China; Washington University in St.Louis, United States

5:40PM  

GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting [#1802]

 

Jie Lu, Gaopeng Gou, Majing Su, Dong Song, Chang Liu, Chen Yang and Yangyang Guan

 

Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; 6th Research Institute of China Electronic Information Industry Group Co., Ltd., China

Session L77: Data mining and knowledge discovery
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 2, Chair: Bin Wang

4:00PM  

Inductive Learning on Commonsense Knowledge Graph Completion [#639]

 

Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec and C.-C. Jay Kuo

 

University of Southern California, United States; JD.com, United States; Stanford Unversity, United States

4:20PM  

RCS: An Attributed Community Search Approach Based on Representation Learning [#1800]

 

Yaochen Guo, Xiaoyan Gu, Zhuo Wang, Haihui Fan, Bo Li and Weiping Wang

 

Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; Institute of Information Engineering, Chinese Academy of Sciences, China; Sangfor Inc., China

4:40PM  

Disentangled-based Adversarial Network for Multiplex Network Embedding [#1559]

 

Shimeng Zhan, Nianwen Ning, Kai Zhao, Lianwei Li, Bin Wu and Bai Wang

 

Beijing University of Posts and Telecommunications, China

5:00PM  

Relation Prediction for Answering Natural Language Questions over knowledge Graphs [#112]

 

Fen Zhao, Jie Hou, Yinguo Li and Ling Bai

 

Chongqing University of Posts and Telecommunications, China

5:20PM  

entity2item: Leveraging Knowledge Graph Embedding for Item Recommendation [#1005]

 

Yuan Yuan, Yan Tang, Luoming Du and Xiaotong Li

 

Southwest University, China

5:40PM  

Tag-aware Attentional Graph Neural Networks for Personalized Tag Recommendation [#489]

 

Ruoran Huang, Chuanqi Han and Li Cui

 

Institute of Computing Technology, Chinese Academy of Sciences, China

Session L78: Data mining and knowledge discovery
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 3, Chair: Shirin Akther Khanam

4:00PM  

Concept-based Topic Attention for a Convolutional Sequence Document Summarization Model [#293]

 

Shirin Akther Khanam, Fei Liu and Yi-Ping Phoebe Chen

 

La Trobe University, Australia

4:20PM  

Mining Frequent and Rare Itemsets With Weighted Supports Using Additive Neural Itemset Embedding [#46]

 

Yi Ji and Yukio Ohsawa

 

The University of Tokyo, Japan

4:40PM  

A Relation-aware Attention Neural Network for Modeling the Usage of Scientific Online Resources [#1434]

 

Yongxiu Xu, Heyan Huang, Chong Feng, Chuan Zhou, Jiarui Zhang and Yue Hu

 

Institute of Information Engineering Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences, China; School of Computer Science and Technology, Beijing Institute of Technology, China; Academy of Mathematics and Systems, Science Chinese Academy of Sciences, China

5:00PM  

Hierarchical and Multi-resolution Preference Modeling for Next POI Recommendation [#743]

 

Yanyan Zhao, Jingyi Liu, Daren Zha and Kai Liu

 

Institute of Information Engineering, Chinese Academy of Sciences, China

5:20PM  

SeLaB: Semantic Labeling with BERT [#1727]

 

Mohamed Trabelsi, Jin Cao and Jeff Heflin

 

Lehigh University, United States; Nokia Bell Labs, United States

5:40PM  

Link Prediction with Multiple Structural Attentions in Multiplex Networks [#1938]

 

Shangrong Huang, Quanyu Ma, Chao Yang and Yazhou Yao

 

Hunan University, China; Nanjing University of Science and Technology, China

Session L79: Data mining and knowledge discovery
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 4, Chair: Elaheh Alipourchavary

4:00PM  

Mining Rare Recurring Events in Network Traffic using Second Order Contrast Patterns [#1905]

 

Elaheh Alipourchavary, M. Erfani Sarah and Leckie Christopher

 

The University of Melbourne, Australia

4:20PM  

STSIR: A Spatial Temporal Pandemic Model with Mobility Data - A COVID-19 Study [#984]

 

Wang Pan, Qipu Deng, Jiadong Li, Zhi Wang and Wenwu Zhu

 

Tsinghua University, Peng Cheng Laboratory, China

4:40PM  

Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning [#1710]

 

Hepeng Li, Zhenhua Wang and Haibo He

 

University of Rhode Island, United States

5:00PM  

Toward Application of Continuous Power Forecasts in a Regional Flexibility Market [#376]

 

Yujiang He, Zhixin Huang and Bernhard Sick

 

University of Kassel, Germany

5:20PM  

Forecasting Regional Level Solar Power Generation Using Advanced Deep Learning Approach [#1481]

 

Sarah Almaghrabi, Mashud Rana, Margaret Hamilton and Mohammad Saiedur Rahaman

 

School of Computing Technologies, RMIT University, Melbourne, Australia; Data61, CSIRO, Australia

5:40PM  

Deep Reinforcement Learning based Optimization of Battery Charging and Discharging Management for Data Center [#31]

 

Longchuan Yan, Wantao Liu, Wei Jiang, Yan Li, Ruixuan Li and Songlin Hu

 

IIE, China; SGCC, China

Session L80: Intelligent Systems and Applications
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 5, Chair: Yuhua Li

4:00PM  

Feature Importance Analysis for Customer Management of Insurance Products [#315]

 

Misbah Sohail, Pedro Peres and Yuhua Li

 

Cardiff University, United Kingdom

4:20PM  

Robust Neural Regression via uncertainty learning [#2012]

 

Akib Mashrur, Wei Luo, Nayyar Zaidi and Antonio Robles-kelly

 

Deakin University, Australia

4:40PM  

Distributed Near-Optimal Consensus of Double-Integrator Multi-Agent Systems With Input Constraints [#433]

 

Qingyun Deng and Yinyan Zhang

 

Jinan University, China

5:00PM  

An Auction Based Task Dispatching and Pricing Mechanism in Bike-sharing [#813]

 

Yaping Deng, Bing Shi and Han Yuan

 

Wuhan University of Technology, China

5:20PM  

Variance Stabilised Optimisation of Neural Networks: A Case Study in Additive Manufacturing [#1491]

 

Scott Victor Notley, Yunhui Chen, Peter Lee and George Panoutsos

 

University of Sheffield, United Kingdom; University College London, United Kingdom

5:40PM  

Information Extraction of Domain-specific Business Documents with Limited Data [#953]

 

Nguyen Minh-Tien, Linh Le Thai, Le Dung Tien, Hong Son Nguyen, Thai Duong Do Hoang, Cong Minh Bui and Shojiguchi Akira

 

Cinnamon Lab, Viet Nam; Cinnamon Lab, Australia; Cinnamon Lab, Japan

Session L81: Intelligent Systems and Applications
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 6, Chair: H M Dipu Kabir

4:00PM  

Uncertainty Quantification for the Required Fossil Fuel Generation in a Smart Grid [#75]

 

H M Dipu Kabir, Abbas Khosravi, Md Shihanur Rahman, M Anwar Hosen and Saeid Nahavandi

 

Deakin University, Australia; AEMO, Australia

4:20PM  

Inverse Modeling of ADI for Prediction of Process Parameters Using PSO-MLP Technique [#364]

 

Ravindra Savangouder, Jagdish Patra and Suresh Palanisamy

 

Swinburne University of Technology, Australia

4:40PM  

Modelling Personalized Dialogue Generation in Multi-Party Settings [#1961]

 

Rohan Kumar, Dushyant Chauhan, Gael Dias and Asif Ekbal

 

Indian Institute of Technology, Patna, India; University of Caen Normandie, France

5:00PM  

Optimization of MLP Neural Networks in 8-bit Microcontrollers using Program Memory [#1592]

 

Caio Guimaraes, Matheus Torquato and Marcelo Fernandes

 

DCA-UFRN, Brazil; Swansea University, Wales

5:20PM  

BigyaPAn: Deep Analysis of Old Paper Advertisement [#988]

 

Chandranath Adak and Xian Tao

 

JIS Institute of Advanced Studies and Research, India; Institute of Automation, Chinese Academy of Sciences, China

5:40PM  

BiLSTM Embedding Pretraining for Relation Extraction [#1392]

 

Haojie Huang and Raymond Wong

 

University of New South Wales, Australia

Session L82: Intelligent Systems
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 7, Chair: Helge Spieker

4:00PM  

Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction [#602]

 

Helge Spieker

 

Simula Research Laboratory, Norway

4:20PM  

Bayesian Optimization with Particle Swarm [#683]

 

Yaru Li, Yulai Zhang, Gongxue Zhou and Yifei Gong

 

Zhejiang University of Science and Technology, China

4:40PM  

Binary MOGWO Based On Competition and Teaching for Computationally Complex Engineering Applications [#270]

 

Xia Yuan, Jian Dong and Meng Wang

 

Central South University, China

5:00PM  

Improving shepherding tasks through destination-orientated actions [#587]

 

Jun Yao, Jia Lee, Xin Huang and Teijiro Isokawa

 

Chongqing University, China; University of Hyogo, Japan

5:20PM  

A Quantum Activation Function for Neural Networks: Proposal and Implementation [#1647]

 

Saurabh Kumar, Siddharth Dangwal, Soumik Adhikary and Debanjan Bhowmik

 

Department of Electrical Engineering, Indian Institute of Technology Delhi, India; Department of Physics, Indian Institute of Technology Delhi, India

5:40PM  

Using Negative Detectors for Identifying Adversarial Data Manipulation in Machine Learning [#1872]

 

Kishor Datta Gupta and Dipankar Dasgupta

 

University of Memphis, United States

Session L83: Intelligent Systems
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 8, Chair: Yann Fabricio Cardoso de Figueiredo

4:00PM  

Machine Learning for Wind Power Forecasting [#1038]

 

Yann Fabricio Cardoso De Figueiredo and Lidio Mauro Lima De Campos

 

UFPA, Brazil

4:20PM  

Particle Swarm Optimization Enhanced with Kernel Principal Component Analysis [#203]

 

Yage Wang, Wei Huang and Jinsong Wang

 

Tianjin University of Technology, China; Beijing Institute of Technology, China

4:40PM  

Quantum Correlation Revealed by Bell State for Classification Tasks [#528]

 

Junwei Zhang, Ruifang He, Zhao Li, Ji Zhang, Biao Wang, Zhaolin Li and Tianyuan Niu

 

Tianjin University, China; Alibaba Group, China; School of Sciences, The University of Southern Queensland, Australia; Zhejiang Lab, China; Tianjin Xiniu Huaan Technology Co., Ltd, China

5:00PM  

Quantum Convolutional Neural Network on Protein Distance Prediction [#1250]

 

Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Xinghua Zhu, Jie Liu and Jing Xiao

 

Ping An Technology (Shenzhen) Co., Ltd, China

5:20PM  

A generic framework for monitoring pollution plumes in emergencies using UAVs [#1670]

 

Ichrak Mokhtari, Walid Bechkit and Herve Rivano

 

INSA Lyon, CITI laboratory, France; INSA Lyon, CITI laboratory, INRIA, France

5:40PM  

An Efficient and Low-Cost FPGAs-Accelerated CNN-Based Edge Intelligent Garbage Classification System on ZYNQ [#745]

 

Wenjie Wang and Minghua Zhu

 

East China Normal University, China

Plenary Poster Session I29: Deep Learning and Applications
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 9, Chair: Linyi Ding

P5701  

A Multi-Role Graph Attention Network for Knowledge Graph Alignment [#1625]

 

Linyi Ding, Weijie Yuan, Kui Meng and Gongshen Liu

 

Shanghai Jiao Tong University, China

P5702  

Session-based Recommendation with Heterogeneous Graph Neural Networks [#644]

 

Lei Xu, Wu-Dong Xi and Chang-Dong Wang

 

Sun Yat-sen University, China

P5703  

User Identification across Social Networking Sites using User Profiles and Posting Patterns [#1209]

 

Prashant Solanki, Kwan Hui Lim and Aaron Harwood

 

The University of Melbourne, Australia; Singapore University of Technology and Design, Singapore

P5704  

Towards mining bilingual lexicons and parallel phrases from large-scale monolingual corpora [#672]

 

Wu Shilong, Wang Xu, Ning Qiuyi and Qiu Shigui

 

Soochow University, China

P5705  

LogBERT: Log Anomaly Detection via BERT [#1637]

 

Haixuan Guo, Shuhan Yuan and Xintao Wu

 

Utah State University, United States; University of Arkansas, United States

P5706  

Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings [#200]

 

Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati and Jens Lehmann

 

University of Bonn, Germany; University of Oxford, United Kingdom

P5707  

Link Prediction of Directed Network Based on Node Importance [#998]

 

Luomin Du, Yan Tang and Yuan Yuan

 

Southwest University, China

P5708  

A Self-Supervised Learning Framework for Sequential Recommendation [#560]

 

Renqi Jia, Xu Bai, Xiaofei Zhou and Shirui Pan

 

School of Cyber Security, University of Chinese Academy of Sciences, China; Faculty of Information Technology, Monash University, Australia

P5709  

ADA: Adaptive Depth Attention Model for Click-Through Rate Prediction [#1395]

 

Shujin Liu, Derong Chen and Jie Shao

 

Guizhou University, China; University of Electronic Science and Technology of China, China; Sichuan Artificial Intelligence Research Institute, China

P5710  

Fake News Detection on News-Oriented Heterogeneous Information Networks through Hierarchical Graph Attention [#755]

 

Yuxiang Ren and Jiawei Zhang

 

Florida State University, United States

P5711  

Generating Diverse Extended Summaries of Scientific Articles [#1546]

 

Sai Chethan Reddy Miriyala, Swati Agarwal and Sriparna Saha

 

IIIT Bhagalpur, India; BITS Pilani, Goa Campus, India; IIT Patna, India

P5712  

A Multi-Task Learning Approach for Recommendation based on Knowledge Graph [#1167]

 

Cairong Yan, Shuai Liu, Yanting Zhang, Zijian Wang and Pengwei Wang

 

Donghua University, China

P5713  

ARGO: Modeling Heterogeneity in E-commerce Recommendation [#1222]

 

Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng and Jinwen Ma

 

Peking University, China; Harbin Institute of Technology, Shenzhen Graduate School, China; Alibaba Group, China

P5714  

Discovering the Style Information in Texts via A Reinforced Decision Process [#1908]

 

Wanhui Qian, Jinzhu Yang and Songlin Hu

 

Institute of Information Engineering, Chinese Academy of Sciences, China

P5715  

Focus on Inherent Attributes for Temporal Knowledge Graph Completion [#1373]

 

Kai Chen, Chenchen Li, Aiping Li, Jingsheng Gao and Sixia Ma

 

National University of Defense Technology, China

Plenary Poster Session I30: Deep Learning and Applications
Thursday, July 22, 4:00PM-6:00PM, Room: IJCNN Virtual Room 10, Chair: Jie Wang

P5901  

Boilerplate Detection via Semantic Classification of TextBlocks [#1716]

 

Hao Zhang and Jie Wang

 

University of Massachusetts Lowell, United States

P5902  

Learning Knowledge Graph Embedding in Semantic Space: A Novel Bi-linear Semantic Matching Method [#634]

 

Kai Chen, Ye Wang, Aiping Li, Chenchen Li, Xiaojuan Zhao and Ruidong Ding

 

National University of Defense Technology, China

P5903  

The Option Pricing Model Based on Time Values: An Application of the Universal Approximation Theory on Unbounded Domains [#291]

 

Yang Qu and Ming-Xi Wang

 

Hunan University, China; PAG Investment Solutions, Switzerland

P5904  

Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting [#1574]

 

Yao Lei Xu, Giuseppe G. Calvi and Danilo P. Mandic

 

Imperial College London, United Kingdom

P5905  

A Novel Hybrid Deep Learning Model For Stock Price Forecasting [#175]

 

Dhaifallah Alghamdi, Faris Alotibi and Jayant Rajgopal

 

University of Pittsburgh, United States

P5906  

MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price [#823]

 

Qiutong Guo, Shun Lei, Qing Ye and Zhiyang Fang

 

Sichuan University, China

P5907  

Bilateral Autotrading Framework for Stock Prediction [#223]

 

Qifei Zhou, Hucheng Liu, Weiping Li, Tong Mo and Bo Wu

 

Peking University, China; Columbia University, United States

P5908  

Cross-Architecture Internet-of-Things Malware Detection Based on Graph Neural Network [#296]

 

Chuangfeng Li, Guangming Shen and Wei Sun

 

Sun Yat-sen University, China

P5909  

Cross-Network Community Sensing for Anchor Link Prediction [#789]

 

Lintao Lan, Huailiang Peng, Chaodong Tong, Xu Bai and Qiong Dai

 

Institute of Information Engineering, Chinese Academy of Sciences, China; School of Cyber Security, University of Chinese Academy of Sciences, China, China

P5910  

Anomaly Removal for Vehicle Energy Consumption in Federated Learning [#1374]

 

Guanyu Lin, Xinghua Zhu, Jianzong Wang and Jing Xiao

 

Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, China; Ping An Technology (Shenzhen) Co., Ltd., China

P5911  

Predicting Heating Sliver in Duplex Stainless Steels Manufacturing through Rashomon Sets [#1503]

 

Gianlucca Zuin, Felipe Marcelino, Lucas Borges, Joao Couto, Victor Jorge, Mychel Laurindo, Glaucio Barcelos, Marcio Cunha, Vandenci Alvarenga, Henrique Rodrigues, Paulo Balsamo and Adriano Veloso

 

UFMG, Brazil; APERAM, Brazil

P5912  

Hybrid-TC: A Hybrid Teaching-Learning-Based Optimization Algorithm for Service Composition in Cloud Manufacturing [#1860]

 

Juan Yao, Jun Zeng, Junhao Wen, Wei Zhou and Min Gao

 

Chongqing University, China

P5913  

Multi-Modal Dialogue Policy Learning for Dynamic and Co-operative Goal Setting [#1939]

 

Abhisek Tiwari, Tulika Saha, Sriparna Saha, Shubhashis Sengupta, Anutosh Maitra, Roshni Ramnani and Pushpak Bhattacharyya

 

IIT Patna, India; Accenture Labs, India

P5914  

Gender-aware Estimation of Depression Severity Level in a Multimodal Setting [#1737]

 

Arbaaz Qureshi, Gael Dias, Sriparna Saha and Mohammed Hasanuzzaman

 

Indian Institute of Technology Patna, India; University of Caen Normandy, France; Cork Institute of Technology, Ireland

P5915  

Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation [#783]

 

Liang Ma, Gangliang Zhong, Zhengyi Yang, Lingzhong Fan and Tianzi Jiang

 

School of Artificial Intelligence University of Chinese Academy of Sciences, China; Brainnetome Center, Institute of Automation Chinese Academy of Sciences, China

Tutorial T1: Reservoir Computing: Randomized Recurrent Neural Networks
Friday, July 23, 8:00AM-10:00AM, Room: IJCNN Virtual Room 1, Instructor: Claudio Gallicchio

Tutorial T2: Machine Learning for Brain-Computer Interfaces
Friday, July 23, 8:00AM-10:00AM, Room: IJCNN Virtual Room 2, Instructor: Dongrui Wu

Tutorial T3: Deep Learning for Graphs
Friday, July 23, 8:00AM-10:00AM, Room: IJCNN Virtual Room 3, Instructor: Davide Bacciu

Tutorial T5: Accelerating Deep Learning Computation
Friday, July 23, 8:00AM-10:00AM, Room: IJCNN Virtual Room 4, Instructor: Marcelo A. C. Fernandes

Plenary Poster Session I31: Deep Learning and Applications
Friday, July 23, 8:00AM-10:00AM, Room: IJCNN Virtual Room 5, Chair: Jiyu Sheng

P6101  

Modeling nodule growth via spatial transformation for follow-up prediction and diagnosis [#1838]

 

Jiyu Sheng, Yan Li, Guitao Cao and Kai Hou

 

East China Normal University, China; Zhongshan Hospital, China

P6102  

On the Stability of Feature Selection in Multiomics Data [#958]

 

Luca Pestarino, Giovanni Fiorito, Silvia Polidoro, Paolo Vineis, Andrea Cavalli and Sergio Decherchi

 

Fondazione Istituto Italiano di Tecnologia, Italy; Universita di Sassari, Italy; Molecular Epidemiology and Exposomics, Italian Institute for Genomic Medicine, Italy; School of Public Health, Imperial College London, United Kingdom

P6103  

Time-Aware Representation Learning of Knowledge Graphs [#509]

 

Zikang Wang, Linjing Li and Daniel Zeng

 

Chinese Academy of Sciences, China

P6104  

Mixture Density Networks for Tropical Cyclone Tracks Prediction in South China Sea [#292]

 

Fengyun Hao, Liang Dou and Jian Jin

 

East China Normal University, China

P6105  

Utilization of Question Categories in Multi-Document Machine Reading Comprehension [#1267]

 

Shaomin Zheng, Meng Yang, Yongjie Huang and Peiqin Lin

 

Sun Yat-sen University, China

P6106  

Approaching authorship attribution as a multi-view supervised learning task [#996]

 

Luis Goncalves and Renato Vimieiro

 

Universidade Federal de Pernambuco, Brazil; Universidade Federal de Minas Gerais, Brazil

P6107  

PTWA: Pre-training with Word Attention for Chinese Named Entity Recognition [#1224]

 

Ma Kaixin, Liu Meiling, Zhao Tiejun, Zhou Jiyun and Yu Yang

 

Northeast Forestry University, China; Harbin Institute of Technology, China; Johns Hopkins University, United States

P6108  

SKGSUM: Abstractive Document Summarization with Semantic Knowledge Graphs [#1329]

 

Ji Xin and Zhao Wen

 

School of Software and Microelectronics, Peking University, China

P6109  

Dual knowledge distillation for bidirectional neural machine translation [#873]

 

Huaao Zhang, Shigui Qiu and Shilong Wu

 

Soochow University, China

P6110  

Construction Cost Index Prediction: A Visibility Graph Network Method [#570]

 

Shengzhong Mao, Ching-Hsun Tseng, Jiayu Shang, Yuping Wu and Xiao-Jun Zeng

 

University of Manchester, United Kingdom

P6111  

A Deep Neural Network for Multivariate Time Series Clustering with Result Interpretation [#1057]

 

Chenxiao Xu, Hao Huang and Shinjae Yoo

 

Stony Brook University, United States; GE Global Research, United States; Brookhaven National Lab, United States

P6112  

A telehealth framework for dementia care: an ADLs patterns recognition model for patients based on NILM [#1357]

 

Shuang Dai, Qian Wang and Fanlin Meng

 

University of Essex, United Kingdom; Durham University, United Kingdom

P6113  

Technical Debt predictive model through Temporal Convolutional Network [#1435]

 

Lerina Aversano, Mario Luca Bernardi, Marta Cimitile and Martina Iammarino

 

Department of Engineering, University of Sannio, Italy; UnitelmaSapienza University, Italy

P6114  

A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks [#1461]

 

Johannes Villmow, Adrian Ulges and Ulrich Schwanecke

 

RheinMain University of Applied Sciences, Germany

P6115  

GraphMDN: Leveraging graph structure and deep learning to solve inverse problems [#1428]

 

Tuomas Oikarinen, Daniel Hannah and Sohrob Kazerounian

 

Massachusetts Institute of Technology, United States; Vectra AI, United States

Tutorial T4: Design Solutions using Bayesian Optimization
Friday, July 23, 10:15AM-12:15PM, Room: IJCNN Virtual Room 1, Instructor: Sinnu Susan Thomas

Tutorial T6: Randomization Based Deep and Shallow Learning Methods for Classification and Forecasting
Friday, July 23, 10:15AM-12:15PM, Room: IJCNN Virtual Room 2, Instructor: Dr P N Suganthan and Dr M Panella

Tutorial T7: Intelligent System Research‚ AI Ethical Challenges and Opportunities
Friday, July 23, 10:15AM-12:15PM, Room: IJCNN Virtual Room 3, Instructor: Jim Torresen

Tutorial T8: Deep learning applied to the viral genome classification
Friday, July 23, 10:15AM-12:15PM, Room: IJCNN Virtual Room 4, Instructor: Marcelo A. C. Fernandes

Session L84: Deep Learning and Applications
Friday, July 23, 10:15AM-12:15PM, Room: IJCNN Virtual Room 5, Chair: Zhao Yaping

10:15AM  

Path Planning for Mobile Robots Based on TPR-DDPG [#787]

 

Yaping Zhao, Xiuqing Wang, Ruiyi Wang, Yunpeng Yang and Feng Lv

 

College of Computer and Cyber Security, Hebei Normal University, China

10:35AM  

DWG-Reg: Deep Weight Global Registration [#871]

 

Li Biao, Xie Qixing, Du Shaoyi, Cui Wenting and Yao Runzhao

 

Xi'an Jiaotong University, China

10:55AM  

Deep Learning and Low-discrepancy Sampling for Surrogate Modeling with an Application to Urban Traffic Simulation [#920]

 

Cristiano Cervellera, Danilo Maccio' and Francesco Rebora

 

National Research Council, Italy

11:15AM  

UUCT - HyMP: Towards Tracking Dispersed Crowd Groups from UAVs [#1827]

 

Tonmoay Deb, Mahieyin Rahmun, Shahriar Ali Bijoy, Mayamin Hamid Raha and Mohammad A Khan

 

Department of Electrical & Computer Engineering, North South University, Bangladesh

11:35AM  

A Multi-path CNN for Automated Skin Lesion Segmentation [#1934]

 

Joohi Chauhan and Puneet Goyal

 

Indian Institute of Technology Ropar, India

11:55AM  

MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks [#975]

 

Danilo Numeroso and Davide Bacciu

 

University of Pisa, Italy

Workshop W1: Deep Learning in Unconventional Neuromorphic Hardware
Friday, July 23, 12:30PM-4:30PM, Room: IJCNN Virtual Room 1, Chair: Dr. Daniel Brunner

Workshop W2: Advances on Artificial Intelligence for the Sea (AAIS)
Friday, July 23, 12:30PM-4:30PM, Room: IJCNN Virtual Room 2, Chair: Angelo Ciaramella

Workshop W3: Constructing a practical framework of multi-modal imaging frameworks for personalized brain-based interventions
Friday, July 23, 12:30PM-4:30PM, Room: IJCNN Virtual Room 3, Chair: Dr. Hanna Lu and Zhiguo Zhang

Competition Comp1: COVID19 Detection in Blood Exams
Friday, July 23, 12:30PM-4:30PM, Room: IJCNN Virtual Room 4, Chair: Victor Henrique Alves Ribeiro and Marcus Vin´ıcius Mazega Figueredo

Competition Comp2: AI Challenge of Alzheimer's disease classification based on multicenter DTI data
Friday, July 23, 12:30PM-4:30PM, Room: IJCNN Virtual Room 5, Chair: Yong Liu, Yida Qu, Hongxiaong Yao, Dawei Wang, Pan Wang, Bo Zhou