Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

24 November 2018

In So Kweon

Papers citing "Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles"

47 / 197 papers shown

Title
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning Bonifaz Stuhr Jürgen Brauer 32 1 0 04 Sep 2020
Active Contrastive Learning of Audio-Visual Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song VLM SSL 24 8 0 31 Aug 2020
Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Wei Liu Yunhui Liu SSL AI4TS 21 55 0 31 Aug 2020
Self-supervised Video Representation Learning by Pace Prediction Jiangliu Wang Jianbo Jiao Yunhui Liu SSL AI4TS 24 233 0 13 Aug 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
Exploring Relations in Untrimmed Videos for Self-Supervised Learning Dezhao Luo Bo Fang Yu Zhou Yucan Zhou Dayan Wu Weiping Wang 33 21 0 06 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework Li Tao Xueting Wang T. Yamasaki SSL 25 106 0 06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning Jinpeng Wang Yiqi Lin A. J. Ma Pong C. Yuen TTA 31 11 0 05 Aug 2020
Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition Jinpeng Wang Yiqi Lin A. J. Ma SSL 18 1 0 05 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 30 241 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
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 131 133 0 21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 35 13 0 20 Jul 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering P. Tokmakov M. Hebert Cordelia Schmid SSL 16 22 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 13 89 0 28 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 22 150 0 24 Jun 2020
Self-supervised Video Object Segmentation Fangrui Zhu Li Zhang Yanwei Fu G. Guo Weidi Xie VOS 17 11 0 22 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Yu Zhou QiXiang Ye 29 169 0 20 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition Ziming Liu Guangyu Gao •. A. K. Qin Jinyang Li ViT 14 1 0 13 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 18 212 0 06 Jun 2020
Compositional Few-Shot Recognition with Primitive Discovery and Enhancing Yixiong Zou Shanghang Zhang Ke Chen Yonghong Tian Yaowei Wang J. M. F. Moura 28 26 0 12 May 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement Pedro Morgado Nuno Vasconcelos Ishan Misra SSL 33 270 0 27 Apr 2020
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning Kangning Liu Shuhang Gu Andrés Romero Radu Timofte 17 9 0 14 Apr 2020
SpeedNet: Learning the Speediness in Videos Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 28 257 0 13 Apr 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning Joshua Knights Ben Harwood Daniel Ward Anthony Vanderkop Olivia Mackenzie-Ross Peyman Moghadam AI4TS 20 38 0 21 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised Learning Mandela Patrick Yuki M. Asano Polina Kuznetsova Ruth C. Fong João F. Henriques Geoffrey Zweig Andrea Vedaldi 23 49 0 09 Mar 2020
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Min-Hung Chen Baopu Li Sid Ying-Ze Bao G. Al-Regib Z. Kira TTA 11 121 0 05 Mar 2020
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video Hyeon Cho Taehoon Kim H. Chang Wonjun Hwang 20 19 0 05 Mar 2020
VideoSSL: Semi-Supervised Learning for Video Classification Longlong Jing T. Parag Zhe Wu Yingli Tian Hongcheng Wang 24 50 0 29 Feb 2020
Evolving Losses for Unsupervised Video Representation Learning A. Piergiovanni A. Angelova Michael S. Ryoo SSL 27 138 0 26 Feb 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 28 41 0 03 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
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning Dezhao Luo Chang-rui Liu Yu Zhou Dongbao Yang Can Ma QiXiang Ye Weiping Wang SSL 25 160 0 02 Jan 2020
End-to-End Learning of Visual Representations from Uncurated Instructional Videos Antoine Miech Jean-Baptiste Alayrac Lucas Smaira Ivan Laptev Josef Sivic Andrew Zisserman VGen SSL 42 702 0 13 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 39 1,447 0 04 Dec 2019
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
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking Alaaeldin El-Nouby Shuangfei Zhai Graham W. Taylor J. Susskind AI4TS SSL CLIP 22 15 0 28 Oct 2019
Self-supervised learning of class embeddings from video Olivia Wiles A. Sophia Koepke Andrew Zisserman SSL 19 6 0 28 Oct 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 18 359 0 10 Sep 2019
Unsupervised Learning from Video with Deep Neural Embeddings Chengxu Zhuang Tianwei She A. Andonian Max Sobol Mark Daniel L. K. Yamins SSL 17 57 0 28 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 16 50 0 02 May 2019
ARCHANGEL: Tamper-proofing Video Archives using Temporal Content Hashes on the Blockchain Tu Bui Daniel Cooper John Collomosse Mark Bell Alex Green ... Jez Higgins Arindra Das Jared Keller Olivier Thereaux Alan W. Brown 11 20 0 26 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu Wen Liu SSL 27 204 0 07 Apr 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,689 0 16 Feb 2019
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 34 154 0 28 Nov 2018