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Neural Information Processing

28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

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Editors:
  1. Teddy Mantoro

    1. Sampoerna University, Jakarta, Indonesia

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  2. Minho Lee

    1. Kyungpook National University, Daegu, Korea (Republic of)

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  3. Media Anugerah Ayu

    1. Sampoerna University, Jakarta, Indonesia

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  4. Kok Wai Wong

    1. Murdoch University, Murdoch, Australia

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  5. Achmad Nizar Hidayanto

    1. Universitas Indonesia, Depok, Indonesia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13108)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICONIP 2021.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Theory and Algorithms

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Metric Learning Based Vision Transformer for Product Matching

      • Lei Huang, Wei Shao, Fuzhou Wang, Weidun Xie, Ka-Chun Wong
      Pages 3-13

    3. Stochastic Recurrent Neural Network for Multistep Time Series Forecasting

      • Zexuan Yin, Paolo Barucca
      Pages 14-26

    4. Speaker Verification with Disentangled Self-attention

      • Junjie Guo, Zhiyuan Ma, Haodong Zhao, Gongshen Liu, Xiaoyong Li
      Pages 27-39

    5. Multi Modal Normalization

      • Neeraj Kumar, Ankur Narang, Brejesh lall, Srishti Goel
      Pages 40-53

    6. A Focally Discriminative Loss for Unsupervised Domain Adaptation

      • Dongting Sun, Mengzhu Wang, Xurui Ma, Tianming Zhang, Nan Yin, Wei Yu et al.
      Pages 54-64

    7. Automatic Drum Transcription with Label Augmentation Using Convolutional Neural Networks

      • Tianyu Xu, Pei Dai, Baoyin He, Mei Zhang, Jinhui Zhu
      Pages 65-76

    8. Adaptive Curriculum Learning for Semi-supervised Segmentation of 3D CT-Scans

      • Obed Tettey Nartey, Guowu Yang, Dorothy Araba Yakoba Agyapong, JinZhao Wu, Asare K. Sarpong, Lady Nadia Frempong
      Pages 77-90

    9. Genetic Algorithm and Distinctiveness Pruning in the Shallow Networks for VehicleX

      • Linwei Zhang, Yeu-Shin Fu
      Pages 91-102

    10. Stack Multiple Shallow Autoencoders into a Strong One: A New Reconstruction-Based Method to Detect Anomaly

      • Hanqi Wang, Xing Hu, Liang Song, Guanhua Zhang, Yang Liu, Jing Liu et al.
      Pages 103-115

    11. Learning Discriminative Representation with Attention and Diversity for Large-Scale Face Recognition

      • Zhong Zheng, Manli Zhang, Guixia Kang
      Pages 116-128

    12. Multi-task Perceptual Occlusion Face Detection with Semantic Attention Network

      • Lian Shen, Jia-Xiang Lin, Chang-Ying Wang
      Pages 129-140

    13. RAIDU-Net: Image Inpainting via Residual Attention Fusion and Gated Information Distillation

      • Penghao He, Ying Yu, Chaoyue Xu, Hao Yang
      Pages 141-151

    14. Sentence Rewriting with Few-Shot Learning for Document-Level Event Coreference Resolution

      • Xinyu Chen, Sheng Xu, Peifeng Li, Qiaoming Zhu
      Pages 152-164

    15. A Novel Metric Learning Framework for Semi-supervised Domain Adaptation

      • Rakesh Kumar Sanodiya, Chinmay Sharma, Sai Satwik, Aravind Challa, Sathwik Rao, Leehter Yao
      Pages 165-176

    16. Generating Adversarial Examples by Distributed Upsampling

      • Shunkai Zhou, Yueling Zhang, Guitao Cao, Jiangtao Wang
      Pages 177-189

    17. CPSAM: Channel and Position Squeeze Attention Module

      • Yuchen Gong, Zhihao Gu, Zhenghao Zhang, Lizhuang Ma
      Pages 190-202

    18. A Multi-Channel Graph Attention Network for Chinese NER

      • Yichun Zhao, Kui Meng, Gongshen Liu
      Pages 203-214

    19. GSNESR: A Global Social Network Embedding Approach for Social Recommendation

      • Bing-biao Xiao, Jian-wei Liu
      Pages 215-226
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Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

  5. Neural Information Processing

  6. Neural Information Processing

Keywords

About this book

The four-volume proceedings LNCS 13108, 13109, 13110, and 13111 constitutes the proceedings of the 28th International Conference on Neural Information Processing, ICONIP 2021, which was held during December 8-12, 2021. The conference was planned to take place in Bali, Indonesia but changed to an online format due to the COVID-19 pandemic.

The total of 226 full papers presented in these proceedings was carefully reviewed and selected from 1093 submissions. The papers were organized in topical sections as follows:

Part I: Theory and algorithms;

Part II: Theory and algorithms; human centred computing; AI and cybersecurity;

Part III: Cognitive neurosciences; reliable, robust, and secure machine learning algorithms; theory and applications of natural computing paradigms; advances in deep and shallow machine learning algorithms for biomedical data and imaging; applications;  

Part IV: Applications.

Editors and Affiliations

  • Sampoerna University, Jakarta, Indonesia

    Teddy Mantoro, Media Anugerah Ayu

  • Kyungpook National University, Daegu, Korea (Republic of)

    Minho Lee

  • Murdoch University, Murdoch, Australia

    Kok Wai Wong

  • Universitas Indonesia, Depok, Indonesia

    Achmad Nizar Hidayanto

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