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Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment

6 September 2024

Papers citing "Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment"

23 / 23 papers shown

Title
Weakly-supervised Representation Learning for Video Alignment and Analysis Guy Bar-Shalom G. Leifman Michael Elad Ehud Rivlin 52 2 0 08 Feb 2023
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning Minghao Chen Fangyun Wei Chong Li Deng Cai AI4TS 98 34 0 28 Mar 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 70 342 0 16 Feb 2022
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 207 372 0 17 Sep 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji Konstantinos G. Derpanis Allan D. Jepson AI4TS 124 55 0 11 May 2021
Learning by Aligning Videos in Time S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 75 64 0 31 Mar 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 225 2,163 0 29 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 134 1,024 0 09 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,859 0 13 Feb 2020
Temporal Cycle-Consistency Learning Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL AI4TS 90 275 0 16 Apr 2019
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 166 3,282 0 10 Dec 2018
Video Action Transformer Network Rohit Girdhar João Carreira Carl Doersch Andrew Zisserman ViT 134 709 0 06 Dec 2018
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 201 706 0 08 Jun 2018
VideoCapsuleNet: A Simplified Network for Action Detection Kevin Duarte Yogesh S Rawat M. Shah MedIm 59 166 0 21 May 2018
Temporal Relational Reasoning in Videos Bolei Zhou A. Andonian Aude Oliva Antonio Torralba NAI 98 1,040 0 22 Nov 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,037 0 22 May 2017
Time-Contrastive Networks: Self-Supervised Learning from Video P. Sermanet Corey Lynch Yevgen Chebotar Jasmine Hsu Eric Jang S. Schaal Sergey Levine SSL 103 830 0 23 Apr 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 75 915 0 20 Apr 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 169 627 0 05 Mar 2017
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 105 3,838 0 02 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 250 7,541 0 09 Jun 2014