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Computer Vision – ECCV 2022

17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXI

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13681)

Conference series link(s): ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2022.

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Table of contents (44 papers)

  1. Front Matter

    Pages i-lvii
  2. Unpaired Image Translation via Vector Symbolic Architectures

    • Justin Theiss, Jay Leverett, Daeil Kim, Aayush Prakash
    Pages 17-32
  3. UniNet: Unified Architecture Search with Convolution, Transformer, and MLP

    • Jihao Liu, Xin Huang, Guanglu Song, Hongsheng Li, Yu Liu
    Pages 33-49
  4. AMixer: Adaptive Weight Mixing for Self-attention Free Vision Transformers

    • Yongming Rao, Wenliang Zhao, Jie Zhou, Jiwen Lu
    Pages 50-67
  5. TinyViT: Fast Pretraining Distillation for Small Vision Transformers

    • Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu et al.
    Pages 68-85
  6. Equivariant Hypergraph Neural Networks

    • Jinwoo Kim, Saeyoon Oh, Sungjun Cho, Seunghoon Hong
    Pages 86-103
  7. ScaleNet: Searching for the Model to Scale

    • Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian
    Pages 104-120
  8. Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction

    • Vincent Le Guen, Clément Rambour, Nicolas Thome
    Pages 121-138
  9. ViTAS: Vision Transformer Architecture Search

    • Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian et al.
    Pages 139-157
  10. LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds

    • Chenxi Liu, Zhaoqi Leng, Pei Sun, Shuyang Cheng, Charles R. Qi, Yin Zhou et al.
    Pages 158-175
  11. Uncertainty-DTW for Time Series and Sequences

    • Lei Wang, Piotr Koniusz
    Pages 176-195
  12. Black-Box Few-Shot Knowledge Distillation

    • Dang Nguyen, Sunil Gupta, Kien Do, Svetha Venkatesh
    Pages 196-211
  13. Revisiting Batch Norm Initialization

    • Jim Davis, Logan Frank
    Pages 212-228
  14. Filter Pruning via Feature Discrimination in Deep Neural Networks

    • Zhiqiang He, Yaguan Qian, Yuqi Wang, Bin Wang, Xiaohui Guan, Zhaoquan Gu et al.
    Pages 245-261
  15. LA3: Efficient Label-Aware AutoAugment

    • Mingjun Zhao, Shan Lu, Zixuan Wang, Xiaoli Wang, Di Niu
    Pages 262-277
  16. Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps

    • Alireza Ganjdanesh, Shangqian Gao, Heng Huang
    Pages 278-296
  17. BA-Net: Bridge Attention for Deep Convolutional Neural Networks

    • Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang
    Pages 297-312
  18. SAU: Smooth Activation Function Using Convolution with Approximate Identities

    • Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
    Pages 313-329

Other Volumes

  1. Computer Vision – ECCV 2022

About this book

The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022.

 

The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.


Editors and Affiliations

  • Tel Aviv University, Tel Aviv, Israel

    Shai Avidan

  • University College London, London, UK

    Gabriel Brostow

  • Google AI, Accra, Ghana

    Moustapha Cissé

  • University of Catania, Catania, Italy

    Giovanni Maria Farinella

  • Facebook (United States), Menlo Park, USA

    Tal Hassner

Bibliographic Information

  • Book Title: Computer Vision – ECCV 2022

  • Book Subtitle: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXI

  • Editors: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-19803-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-19802-1Published: 23 October 2022

  • eBook ISBN: 978-3-031-19803-8Published: 22 October 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: LVII, 755

  • Number of Illustrations: 9 b/w illustrations, 190 illustrations in colour

  • Topics: Image Processing and Computer Vision

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access