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Self-supervised Video Representation Learning by Uncovering
Spatio-temporal Statistics

v1v2 (latest)

Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics

31 August 2020

Wei Liu

ArXiv (abs)PDF HTML Github (49★)

Papers citing "Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics"

16 / 16 papers shown

Title
Learning to Visually Connect Actions and their Effects Eric Peh Paritosh Parmar Basura Fernando 188 2 0 19 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 224 1 0 15 Jan 2024
A Large-Scale Analysis on Self-Supervised Video Representation Learning Akash Kumar Ashlesha Kumar Vibhav Vineet Yogesh S Rawat SSL 130 3 0 09 Jun 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding Hezhen Hu Weichao Zhao Wen-gang Zhou Houqiang Li ViT 125 94 0 08 May 2023
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 138 26 0 25 Jun 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 148 48 0 08 Apr 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 127 4 0 20 Jan 2022
Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity Hanwen Liang N. Quader Zhixiang Chi Lizhe Chen Peng Dai Juwei Lu Yang Wang SSL AI4TS 98 34 0 11 Dec 2021
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 234 61 0 07 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 171 119 0 07 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 109 3 0 01 Dec 2021
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning Chongjian Ge Youwei Liang Yibing Song Jianbo Jiao Jue Wang Ping Luo ViT 94 34 0 11 Oct 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 132 3 0 24 Aug 2021
Learning to Cut by Watching Movies Alejandro Pardo Fabian Caba Heilbron Juan Carlos León Alcázar Ali K. Thabet Guohao Li VGen 161 21 0 09 Aug 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 108 43 0 04 Aug 2021
TCLR: Temporal Contrastive Learning for Video Representation I. Dave Rohit Gupta Mamshad Nayeem Rizve Mubarak Shah SSL AI4TS 228 191 0 20 Jan 2021

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