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  • © 2022

Computer Vision – ECCV 2022

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13672)

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

Conference proceedings info: ECCV 2022.

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Table of contents (43 papers)

  1. Front Matter

    Pages i-lvii
  2. You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding

    • Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu et al.
    Pages 34-51
  3. Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks

    • Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang et al.
    Pages 52-68
  4. FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks

    • Vaikkunth Mugunthan, Eric Lin, Vignesh Gokul, Christian Lau, Lalana Kagal, Steve Pieper
    Pages 69-85
  5. Exploring Lottery Ticket Hypothesis in Spiking Neural Networks

    • Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Ruokai Yin, Priyadarshini Panda
    Pages 102-120
  6. On the Angular Update and Hyperparameter Tuning of a Scale-Invariant Network

    • Juseung Yun, Janghyeon Lee, Hyounguk Shon, Eojindl Yi, Seung Hwan Kim, Junmo Kim
    Pages 121-136
  7. LANA: Latency Aware Network Acceleration

    • Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat
    Pages 137-156
  8. RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via Rate-Distortion Optimization

    • Zhe Wang, Jie Lin, Xue Geng, Mohamed M. Sabry Aly, Vijay Chandrasekhar
    Pages 157-172
  9. U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search

    • Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard
    Pages 173-190
  10. PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization

    • Zhihang Yuan, Chenhao Xue, Yiqi Chen, Qiang Wu, Guangyu Sun
    Pages 191-207
  11. Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach

    • Jiseok Youn, Jaehun Song, Hyung-Sin Kim, Saewoong Bahk
    Pages 208-224
  12. Understanding the Dynamics of DNNs Using Graph Modularity

    • Yao Lu, Wen Yang, Yunzhe Zhang, Zuohui Chen, Jinyin Chen, Qi Xuan et al.
    Pages 225-242
  13. Latent Discriminant Deterministic Uncertainty

    • Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, David Filliat
    Pages 243-260
  14. Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals

    • Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, Deepti Ghadiyaram
    Pages 261-279
  15. HIVE: Evaluating the Human Interpretability of Visual Explanations

    • Sunnie S. Y. Kim, Nicole Meister, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky
    Pages 280-298
  16. BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks

    • Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
    Pages 299-317
  17. SESS: Saliency Enhancing with Scaling and Sliding

    • Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
    Pages 318-333

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

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