Unsupervised Representation Learning by Sorting Sequences

3 August 2017

Hsin-Ying Lee

Ming-Hsuan Yang

Papers citing "Unsupervised Representation Learning by Sorting Sequences"

50 / 297 papers shown

Title
Learning Video Representations from Textual Web Supervision Jonathan C. Stroud Zhichao Lu Chen Sun Gaowen Liu Rahul Sukthankar Cordelia Schmid David A. Ross SSL 205 50 0 29 Jul 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 183 115 0 22 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 365 142 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 210 15 0 20 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action RecognitionEuropean Conference on Computer Vision (ECCV), 2020 Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 197 75 0 12 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 361 393 0 29 Jun 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering P. Tokmakov M. Hebert Cordelia Schmid SSL 103 22 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 146 94 0 28 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervisionNeural Information Processing Systems (NeurIPS), 2020 Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 253 161 0 24 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Yu Zhou QiXiang Ye 163 179 0 20 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 199 202 0 18 Jun 2020
Self-Supervised Representation Learning for Visual Anomaly Detection Rabia Ali Muhammad Umar Karim Khan C. Kyung SSL 79 18 0 17 Jun 2020
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos Andrew Rouditchenko Angie Boggust David Harwath Brian Chen D. Joshi ... Rogerio Feris Brian Kingsbury M. Picheny Antonio Torralba James R. Glass SSL 197 142 0 16 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 187 29 0 12 Jun 2020
In the Eye of the Beholder: Gaze and Actions in First Person VideoIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Yin Li Miao Liu James M. Rehg EgoV 254 88 0 31 May 2020
Audio-Visual Instance Discrimination with Cross-Modal AgreementComputer Vision and Pattern Recognition (CVPR), 2020 Pedro Morgado Nuno Vasconcelos Ishan Misra SSL 274 291 0 27 Apr 2020
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Kangning Liu Shuhang Gu Andrés Romero Radu Timofte 115 10 0 14 Apr 2020
SpeedNet: Learning the Speediness in VideosComputer Vision and Pattern Recognition (CVPR), 2020 Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 216 274 0 13 Apr 2020
Speech2Action: Cross-modal Supervision for Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Arsha Nagrani Chen Sun David A. Ross Rahul Sukthankar Cordelia Schmid Andrew Zisserman 141 58 0 30 Mar 2020
A Collective Learning Framework to Boost GNN Expressiveness Mengyue Hang Jennifer Neville Bruno Ribeiro AI4CE 191 4 0 26 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation LearningInternational Conference on Pattern Recognition (ICPR), 2020 Joshua Knights Ben Harwood Daniel Ward Anthony Vanderkop Olivia Mackenzie-Ross Peyman Moghadam AI4TS 301 39 0 21 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2020 Mandela Patrick Yuki M. Asano Polina Kuznetsova Ruth C. Fong João F. Henriques Geoffrey Zweig Andrea Vedaldi 180 53 0 09 Mar 2020
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Elad Amrani Rami Ben-Ari Daniel Rotman A. Bronstein 300 129 0 06 Mar 2020
Action Segmentation with Joint Self-Supervised Temporal Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Min-Hung Chen Baopu Li Sid Ying-Ze Bao G. Al-Regib Z. Kira TTA 417 140 0 05 Mar 2020
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a VideoIEEE Access (IEEE Access), 2020 Hyeon Cho Taehoon Kim H. Chang Wonjun Hwang 96 20 0 05 Mar 2020
Learning Representations by Predicting Bags of Visual WordsComputer Vision and Pattern Recognition (CVPR), 2020 Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 269 124 0 27 Feb 2020
Evolving Losses for Unsupervised Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 A. Piergiovanni A. Angelova Michael S. Ryoo SSL 195 145 0 26 Feb 2020
A Multi-view Perspective of Self-supervised Learning Chuanxing Geng Zheng-Hua Tan Songcan Chen SSL 120 1 0 22 Feb 2020
Automatic Shortcut Removal for Self-Supervised Representation LearningInternational Conference on Machine Learning (ICML), 2020 Matthias Minderer Olivier Bachem N. Houlsby Michael Tschannen SSL 216 77 0 20 Feb 2020
MAST: A Memory-Augmented Self-supervised TrackerComputer Vision and Pattern Recognition (CVPR), 2020 Zihang Lai Erika Lu Weidi Xie VOS 257 198 0 18 Feb 2020
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 534 229 0 23 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination Tianhao Li Limin Wang VGen 132 60 0 16 Jan 2020
Video Cloze Procedure for Self-Supervised Spatio-Temporal LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Dezhao Luo Chang-rui Liu Yu Zhou Dongbao Yang Can Ma QiXiang Ye Weiping Wang SSL 186 167 0 02 Jan 2020
Unsupervised Representation Learning by Predicting Random DistancesInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Hu Wang Guansong Pang Chunhua Shen Congbo Ma OOD SSL 104 85 0 22 Dec 2019
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network PerformanceIEEE International Conference on Computer Vision (ICCV), 2019 Mahmoud Afifi M. Brown AAML 174 121 0 15 Dec 2019
End-to-End Learning of Visual Representations from Uncurated Instructional VideosComputer Vision and Pattern Recognition (CVPR), 2019 Antoine Miech Jean-Baptiste Alayrac Lucas Smaira Ivan Laptev Josef Sivic Andrew Zisserman VGen SSL 382 754 0 13 Dec 2019
Continual egocentric object recognitionEuropean Conference on Artificial Intelligence (ECAI), 2019 L. Erculiani Fausto Giunchiglia Baptiste Caramiaux CLL EgoV 106 14 0 06 Dec 2019
Self-Supervised Learning of Video-Induced Visual InvariancesComputer Vision and Pattern Recognition (CVPR), 2019 Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 289 64 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant RepresentationsComputer Vision and Pattern Recognition (CVPR), 2019 Ishan Misra Laurens van der Maaten SSL VLM 262 1,550 0 04 Dec 2019
Self-Supervised Learning by Cross-Modal Audio-Video ClusteringNeural Information Processing Systems (NeurIPS), 2019 Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 405 458 0 28 Nov 2019
Oops! Predicting Unintentional Action in VideoComputer Vision and Pattern Recognition (CVPR), 2019 Dave Epstein Boyuan Chen Carl Vondrick 175 110 0 25 Nov 2019
Towards a Hypothesis on Visual Transformation based Self-SupervisionBritish Machine Vision Conference (BMVC), 2019 Dipan K. Pal Sreena Nallamothu Marios Savvides 127 6 0 24 Nov 2019
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Xuefei Cao Bor-Chun Chen Ser-Nam Lim SSL 81 19 0 16 Nov 2019
Self-labelling via simultaneous clustering and representation learningInternational Conference on Learning Representations (ICLR), 2019 Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 381 837 0 13 Nov 2019
Comprehensive Video Understanding: Video summarization with content-based video recommender design Yudong Jiang Kaixu Cui B. Peng Changliang Xu BDL 107 30 0 30 Oct 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 110 15 0 28 Oct 2019
Modeling Disease Progression In Retinal OCTs With Longitudinal Self-Supervised Learning Antoine Rivail U. Schmidt-Erfurth Wolf-Dieter Vogl S. Waldstein Sophie Riedl C. Grechenig Zhichao Wu Hrvoje Bogunović 153 27 0 21 Oct 2019
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's CubeInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Xinrui Zhuang Yuexiang Li Yifan Hu Kai Ma Yujiu Yang Yefeng Zheng SSL 177 161 0 05 Oct 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 263 384 0 10 Sep 2019
Self-Supervised Representation Learning via Neighborhood-Relational EncodingIEEE International Conference on Computer Vision (ICCV), 2019 Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 186 36 0 27 Aug 2019