Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXVI

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Editors:

Shai Avidan
1. Tel Aviv University, Tel Aviv, Israel
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Gabriel Brostow
1. University College London, London, UK
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Moustapha Cissé
1. Google AI, Accra, Ghana
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Giovanni Maria Farinella
1. University of Catania, Catania, Italy
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Tal Hassner
1. Facebook (United States), Menlo Park, USA
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13696)

Included in the following conference series:

ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2022.

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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.

Keywords

Table of contents (42 papers)

Front Matter

Pages i-lvi

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Making the Most of Text Semantics to Improve Biomedical Vision–Language Processing
- Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie Hyland et al.
Pages 1-21
Generative Negative Text Replay for Continual Vision-Language Pretraining
- Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li et al.
Pages 22-38
Video Graph Transformer for Video Question Answering
- Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
Pages 39-58
Trace Controlled Text to Image Generation
- Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan et al.
Pages 59-75
Video Question Answering with Iterative Video-Text Co-tokenization
- AJ Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova
Pages 76-94
Rethinking Data Augmentation for Robust Visual Question Answering
- Long Chen, Yuhang Zheng, Jun Xiao
Pages 95-112
Explicit Image Caption Editing
- Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao et al.
Pages 113-129
Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding
- Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao
Pages 130-147
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
- Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach et al.
Pages 148-166
GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features
- Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
Pages 167-184
Selective Query-Guided Debiasing for Video Corpus Moment Retrieval
- Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, Hee Suk Yoon et al.
Pages 185-200
Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding
- Cheng Shi, Sibei Yang
Pages 201-218
Object-Centric Unsupervised Image Captioning
- Zihang Meng, David Yang, Xuefei Cao, Ashish Shah, Ser-Nam Lim
Pages 219-235
Contrastive Vision-Language Pre-training with Limited Resources
- Quan Cui, Boyan Zhou, Yu Guo, Weidong Yin, Hao Wu, Osamu Yoshie et al.
Pages 236-253
Learning Linguistic Association Towards Efficient Text-Video Retrieval
- Sheng Fang, Shuhui Wang, Junbao Zhuo, Xinzhe Han, Qingming Huang
Pages 254-270
ASSISTER: Assistive Navigation via Conditional Instruction Generation
- Zanming Huang, Zhongkai Shangguan, Jimuyang Zhang, Gilad Bar, Matthew Boyd, Eshed Ohn-Bar
Pages 271-289
X-DETR: A Versatile Architecture for Instance-wise Vision-Language Tasks
- Zhaowei Cai, Gukyeong Kwon, Avinash Ravichandran, Erhan Bas, Zhuowen Tu, Rahul Bhotika et al.
Pages 290-308
Learning Disentanglement with Decoupled Labels for Vision-Language Navigation
- Wenhao Cheng, Xingping Dong, Salman Khan, Jianbing Shen
Pages 309-329
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input
- Qingpei Guo, Kaisheng Yao, Wei Chu
Pages 330-346

Other volumes

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 XXXVI
Editors: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-20059-5
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: 978-3-031-20058-8Published: 29 October 2022
eBook ISBN: 978-3-031-20059-5Published: 28 October 2022
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: LVI, 755
Number of Illustrations: 6 b/w illustrations, 206 illustrations in colour
Topics: Image Processing and Computer Vision, Information Systems and Communication Service, Pattern Recognition, Natural Language Processing (NLP)

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Computer Vision – ECCV 2022