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Cognitive Systems and Information Processing

6th International Conference, ICCSIP 2021, Suzhou, China, November 20–21, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

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Editors:
  1. Fuchun Sun

    1. Tsinghua University, Beijing, China

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  2. Dewen Hu

    1. National University of Defense Technology, Changsha, China

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  3. Stefan Wermter

    1. Universität Hamburg, Hamburg, Germany

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  4. Lei Yang

    1. Tsingzhan Artificial Intelligence Research Institute, Nanjing, China

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  5. Huaping Liu

    1. Tsinghua University, Beijing, China

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  6. Bin Fang

    1. Tsinghua University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1515)

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Conference proceedings info: ICCSIP 2021.

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About this book

This book constitutes the refereed post-conference proceedings of the 6th International Conference on Cognitive Systems and Signal Processing, ICCSIP 2021, held in Suzhou, China, in November 2021.

The 41 revised papers presented were carefully reviewed and selected from 105 submissions. The papers are organized in topical sections on algorithm; vision; and robotics and application.

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xii
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  2. Algorithm

    1. Front Matter

      Pages 1-1
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    2. WeaveNet: End-to-End Audiovisual Sentiment Analysis

      • Yinfeng Yu, Zhenhong Jia, Fei Shi, Meiling Zhu, Wenjun Wang, Xiuhong Li
      Pages 3-16

    3. Unsupervised Semantic Segmentation with Contrastive Translation Coding

      • Runfa Chen, Hanbing Sun, Ling Wang
      Pages 17-36

    4. Multi-class Feature Selection Based on Softmax with \(L_{2,0}\)-Norm Regularization

      • Shumei Zeng, Yuanlong Yu, Zhenzhen Sun
      Pages 37-48

    5. Dynamic Network Pruning Based on Local Channel-Wise Relevance

      • Luxin Lin, Wenxi Liu, Yuanlong Yu
      Pages 49-60

    6. High-Confidence Sample Labelling for Unsupervised Person Re-identification

      • Lei Wang, Qingjie Zhao, Shihao Wang, Jialin Lu, Ying Zhao
      Pages 61-75

    7. DAda-NC: A Decoupled Adaptive Online Training Algorithm for Deep Learning Under Non-convex Conditions

      • Yangfan Zhou, Cheng Cheng, Jiang Li, Yafei Ji, Haoyuan Wang, Xuguang Wang et al.
      Pages 76-88

    8. A Scalable 3D Array Architecture for Accelerating Convolutional Neural Networks

      • Yafei Ji, Xiang Wang, Yangfan Zhou, Chen Cheng, Jiang Li, Haoyuan Wang et al.
      Pages 89-102

    9. Few-Shot Learning Based on Convolutional Denoising Auto-encoder Relational Network

      • Xinyu Xiang, Ping Zhang, Qiang Yuan, Renping Li, Runqiao Hu, Ke Li
      Pages 103-112

    10. DICE: Dynamically Induced Cross Entropy for Robust Learning with Noisy Labels

      • Tianyu Liu
      Pages 113-126

    11. ConWST: Non-native Multi-source Knowledge Distillation for Low Resource Speech Translation

      • Wenbo Zhu, Hao Jin, JianWen Chen, Lufeng Luo, Jinhai Wang, Qinghua Lu et al.
      Pages 127-141

    12. Functional Primitive Library and Movement Sequence Reasoning Algorithm

      • Ailin Xue, Xiaoli Li, Chunfang Liu
      Pages 142-155

    13. Constrained Control for Systems on Lie Groups with Uncertainties via Tube-Based Model Predictive Control on Euclidean Spaces

      • Yushu Yu, Chuanbeibei Shi, Yuwei Ma, Dong Eui Chang
      Pages 156-173

  3. Vision

    1. Front Matter

      Pages 175-175
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    2. Social-Transformer: Pedestrian Trajectory Prediction in Autonomous Driving Scenes

      • Hanbing Sun, Fuchun Sun
      Pages 177-190

    3. GridPointNet: Grid and Point-Based 3D Object Detection from Point Cloud

      • Quanming Wu, Yuanlong Yu, Tao Luo, Peiyuan Lu
      Pages 191-199

    4. Depth Image Super-resolution via Two-Branch Network

      • Jiaxin Guo, Rong Xiong, Yongsheng Ou, Lin Wang, Chao Liu
      Pages 200-212

    5. EBANet: Efficient Boundary-Aware Network for RGB-D Semantic Segmentation

      • Ruiquan Wang, Qingxuan Jia, Yue Shen, Zeyuan Huang, Gang Chen, Junting Fei
      Pages 213-224

    6. Camouflaged Object Segmentation with Transformer

      • Haiwen Wang, Xinzhou Wang, Fuchun Sun, Yixu Song
      Pages 225-237
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Other volumes

  1. Cognitive Systems and Information Processing

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Fuchun Sun, Huaping Liu, Bin Fang

  • National University of Defense Technology, Changsha, China

    Dewen Hu

  • Universität Hamburg, Hamburg, Germany

    Stefan Wermter

  • Tsingzhan Artificial Intelligence Research Institute, Nanjing, China

    Lei Yang

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