SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning

3 August 2020

Ting Yao

Yiheng Zhang

Zhaofan Qiu

Yingwei Pan

Tao Mei

DRL

ArXiv PDF HTML

Papers citing "SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning"

20 / 20 papers shown

Title
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Zeen Song Jingyao Wang Jianqi Zhang Changwen Zheng Wenwen Qiang SSL 54 0 0 19 Jul 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 29 0 0 25 Apr 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space Gabriele Berton Alex Stoken Barbara Caputo Carlo Masone 24 3 0 11 Mar 2024
Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 36 8 0 24 Sep 2022
MAR: Masked Autoencoders for Efficient Action Recognition Zhiwu Qing Shiwei Zhang Ziyuan Huang Xiang Wang Yuehuang Wang Yiliang Lv Changxin Gao Nong Sang 19 42 0 24 Jul 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 34 131 0 18 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 22 15 0 13 Jun 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim K. Sohn SSL 21 43 0 08 Apr 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 20 3 0 20 Jan 2022
Motion-Focused Contrastive Learning of Video Representations Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 16 34 0 11 Jan 2022
Representing Videos as Discriminative Sub-graphs for Action Recognition Dong Li Zhaofan Qiu Yingwei Pan Ting Yao Houqiang Li Tao Mei 25 25 0 11 Jan 2022
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration Yu Wang Jingyang Lin Jingjing Zou Yingwei Pan Ting Yao Tao Mei OODD 24 12 0 15 Dec 2021
Exploring Temporal Granularity in Self-Supervised Video Representation Learning Rui Qian Yeqing Li Liangzhe Yuan Boqing Gong Ting Liu Matthew A. Brown Serge J. Belongie Ming-Hsuan Yang Hartwig Adam Yin Cui AI4TS 41 6 0 08 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 48 113 0 07 Dec 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 117 355 0 04 Oct 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 30 42 0 04 Aug 2021
Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss Hao Wang E. Ahn Jinman Kim 24 46 0 16 Jul 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 25 11 0 18 Jun 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 25 92 0 31 Mar 2021
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang David J. Crandall AI4TS SSL 23 23 0 23 Nov 2020