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Neural Information Processing

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

  • 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 13111)

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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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.

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Keywords

Table of contents (56 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Applications

    1. Front Matter

      Pages 3-14
      Download chapter PDF

    2. Deep Supervised Hashing by Classification for Image Retrieval

      • Xiao Luo, Yuhang Guo, Zeyu Ma, Huasong Zhong, Tao Li, Wei Ju et al.
      Pages 3-14

    3. Towards Human-Level Performance in Solving Double Dummy Bridge Problem

      • Szymon Kowalik, Jacek Mańdziuk
      Pages 15-27

    4. Coarse-to-Fine Visual Place Recognition

      • Junkun Qi, Rui Wang, Chuan Wang, Xiaochun Cao
      Pages 28-39

    5. BFConv: Improving Convolutional Neural Networks with Butterfly Convolution

      • Dengjie Yang, Xuehui Yu, Yi Sun, Fuzhen Zhuang, Qing He, Shiwei Ye
      Pages 40-50

    6. Integrating Rich Utterance Features for Emotion Recognition in Multi-party Conversations

      • Yang Sun, Nan Yu, Guohong Fu
      Pages 51-62

    7. Vehicle Image Generation Going Well with the Surroundings

      • Jeesoo Kim, Jangho Kim, Jaeyoung Yoo, Daesik Kim, Nojun Kwak
      Pages 63-74

    8. Scale Invariant Domain Generalization Image Recapture Detection

      • Jinian Luo, Jie Guo, Weidong Qiu, Zheng Huang, Hong Hui
      Pages 75-86

    9. Tile2Vec with Predicting Noise for Land Cover Classification

      • Marshal Arijona Sinaga, Fadel Muhammad Ali, Aniati Murni Arymurthy
      Pages 87-99

    10. A Joint Representation Learning Approach for Social Media Tag Recommendation

      • Xiangyu Li, Weizheng Chen
      Pages 100-112

    11. Identity-Based Data Augmentation via Progressive Sampling for One-Shot Person Re-identification

      • Runxuan Si, Shaowu Yang, Jing Zhao, Haoang Chi, Yuhua Tang
      Pages 113-124

    12. Feature Fusion Learning Based on LSTM and CNN Networks for Trend Analysis of Limit Order Books

      • Xuerui Lv, Li Zhang
      Pages 125-137

    13. WikiFlash: Generating Flashcards from Wikipedia Articles

      • Yuang Cheng, Yue Ding, Sebastien Foucher, Damián Pascual, Oliver Richter, Martin Volk et al.
      Pages 138-149

    14. Video Face Recognition with Audio-Visual Aggregation Network

      • Qinbo Li, Qing Wan, Sang-Heon Lee, Yoonsuck Choe
      Pages 150-161

    15. WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform

      • Shaolei Liu, Manning Wang, Zhijian Song
      Pages 162-174

    16. Manipulation-Invariant Fingerprints for Cross-Dataset Deepfake Detection

      • Zuoyan Li, Wenyuan Yang, Ruixin Liu, Yuesheng Zhu
      Pages 175-187

    17. Low-Resource Neural Machine Translation Using Fast Meta-learning Method

      • Nier Wu, Hongxu Hou, Wei Zheng, Shuo Sun
      Pages 188-199

    18. Efficient, Low-Cost, Real-Time Video Super-Resolution Network

      • Guanqun Liu, Xin Wang, Daren Zha, Lei Wang, Lin Zhao
      Pages 200-211

    19. On the Unreasonable Effectiveness of Centroids in Image Retrieval

      • Mikołaj Wieczorek, Barbara Rychalska, Jacek Dąbrowski
      Pages 212-223
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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

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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