Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction

28 November 2018

Papers citing "Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction"

47 / 47 papers shown

Title
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 37 20 0 27 Jul 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 19 6 0 21 Dec 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 29 56 0 15 Nov 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 34 2 0 11 Oct 2022
Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders Haosen Yang Deng Huang Bin Wen Jiannan Wu H. Yao Yi-Xin Jiang Xiatian Zhu Zehuan Yuan 43 19 0 09 Oct 2022
Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 44 8 0 24 Sep 2022
LAVA: Language Audio Vision Alignment for Contrastive Video Pre-Training Sumanth Gurram An Fang David M. Chan John F. Canny VLM AI4TS 38 1 0 16 Jul 2022
Federated Self-supervised Learning for Video Understanding Yasar Abbas Ur Rehman Yan Gao Jiajun Shen Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 39 15 0 05 Jul 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 36 131 0 18 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 33 31 0 10 Jun 2022
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition Haodong Duan Nanxuan Zhao Kai-xiang Chen Dahua Lin ViT AI4TS 33 19 0 04 May 2022
Self-Supervised Video Representation Learning with Motion-Contrastive Perception Jin-Yuan Liu Ying Cheng Yuejie Zhang Ruiwei Zhao Rui Feng SSL 19 1 0 10 Apr 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data Xingye Li Ling Zhang Zhigang Zhu 3DPC 30 10 0 13 Jan 2022
Motion-Focused Contrastive Learning of Video Representations Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 39 34 0 11 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 32 30 0 11 Dec 2021
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 143 60 0 07 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 24 58 0 03 Dec 2021
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning Siladittya Manna Umapada Pal Saumik Bhattacharya SSL 35 1 0 24 Nov 2021
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation Jay Patravali Gaurav Mittal Ye Yu Fuxin Li Mei Chen 18 19 0 30 Sep 2021
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 28 49 0 30 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning Nadine Behrmann Mohsen Fayyaz Juergen Gall M. Noroozi 18 36 0 23 Sep 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 43 3 0 24 Aug 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 40 11 0 18 Jun 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille SSL 3DPC 33 66 0 18 Apr 2021
Composable Augmentation Encoding for Video Representation Learning Chen Sun Arsha Nagrani Yonglong Tian Cordelia Schmid SSL AI4TS 37 17 0 01 Apr 2021
Robust Audio-Visual Instance Discrimination Pedro Morgado Ishan Misra Nuno Vasconcelos SSL 22 110 0 29 Mar 2021
TCLR: Temporal Contrastive Learning for Video Representation I. Dave Rohit Gupta Mamshad Nayeem Rizve Mubarak Shah SSL AI4TS 34 175 0 20 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,434 0 04 Jan 2021
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Can Temporal Information Help with Contrastive Self-Supervised Learning? Yutong Bai Haoqi Fan Ishan Misra Ganesh Venkatesh Yongyi Lu Yuyin Zhou Qihang Yu Vikas Chandra Alan Yuille 24 40 0 25 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 32 29 0 11 Nov 2020
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning L. Tao Xueting Wang T. Yamasaki VLM SSL 23 14 0 29 Oct 2020
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL HAI 27 15 0 21 Oct 2020
Spatiotemporal Contrastive Video Representation Learning Rui Qian Tianjian Meng Boqing Gong Ming-Hsuan Yang Haoran Wang Serge J. Belongie Huayu Chen SSL AI4TS 41 492 0 09 Aug 2020
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning Ting Yao Yiheng Zhang Zhaofan Qiu Yingwei Pan Tao Mei DRL 18 108 0 03 Aug 2020
Learning Video Representations from Textual Web Supervision Jonathan C. Stroud Zhichao Lu Chen Sun Jia Deng Rahul Sukthankar Cordelia Schmid David A. Ross SSL 40 48 0 29 Jul 2020
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 26 28 0 27 Jul 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 40 372 0 29 Jun 2020
Speech2Action: Cross-modal Supervision for Action Recognition Arsha Nagrani Chen Sun David A. Ross Rahul Sukthankar Cordelia Schmid Andrew Zisserman 33 54 0 30 Mar 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020
Self-supervised ECG Representation Learning for Emotion Recognition Pritam Sarkar Ali Etemad SSL 22 261 0 04 Feb 2020
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 197 207 0 23 Jan 2020
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 42 428 0 28 Nov 2019
Unsupervised Learning from Video with Deep Neural Embeddings Chengxu Zhuang Tianwei She A. Andonian Max Sobol Mark Daniel L. K. Yamins SSL 17 56 0 28 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 58 1,417 0 22 May 2019
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 224 292 0 01 May 2018