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
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 431 65 0 01 Jul 2022
CONVIQT: Contrastive Video Quality EstimatorIEEE Transactions on Image Processing (IEEE TIP), 2022 Pavan C. Madhusudana Neil Birkbeck Yilin Wang Balu Adsumilli A. Bovik 150 26 0 29 Jun 2022
Self-supervised Learning in Remote Sensing: A ReviewIEEE Geoscience and Remote Sensing Magazine (GRSM), 2022 Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 358 282 0 27 Jun 2022
Self-Supervised Learning for Videos: A SurveyACM Computing Surveys (ACM CSUR), 2022 Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 390 163 0 18 Jun 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency ConsistencyNeural Information Processing Systems (NeurIPS), 2022 Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 322 391 0 17 Jun 2022
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning F. Saleh Fuwen Tan Adrian Bulat Georgios Tzimiropoulos Brais Martínez SSL 215 1 0 16 Jun 2022
Learning Behavior Representations Through Multi-Timescale Bootstrapping Mehdi Azabou Michael J. Mendelson Maks Sorokin S. Thakoor Nauman Ahad Carolina Urzay Eva L. Dyer AI4CE 187 7 0 14 Jun 2022
Cross-Architecture Self-supervised Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2022 Sheng Guo Zihua Xiong Yujie Zhong Limin Wang Xiaobo Guo Bing Han Weilin Huang SSL AI4TS 185 29 0 26 May 2022
SCVRL: Shuffled Contrastive Video Representation Learning Michael Dorkenwald Fanyi Xiao Biagio Brattoli Joseph Tighe Davide Modolo SSL 131 19 0 24 May 2022
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping Simon Jenni Markus Woodson Fabian Caba Heilbron 114 1 0 11 May 2022
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Haodong Duan Nanxuan Zhao Kai-xiang Chen Dahua Lin ViT AI4TS 158 25 0 04 May 2022
On Negative Sampling for Audio-Visual Contrastive Learning from Movies Mahdi M. Kalayeh Shervin Ardeshir Lingyi Liu Nagendra Kamath Ashok Chandrashekar SSL 115 3 0 29 Apr 2022
Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-TrainingIEEE International Conference on Multimedia and Expo (ICME), 2022 Guanhong Wang Ke Lu Yang Zhou Zhanhao He Gaoang Wang SSL 143 3 0 27 Apr 2022
Contrastive Language-Action Pre-training for Temporal Localization Mengmeng Xu Erhan Gundogdu ⋆⋆ Maksim Guohao Li M. Donoser Loris Bazzani 150 26 0 26 Apr 2022
Context-Aware Sequence Alignment using 4D Skeletal AugmentationComputer Vision and Pattern Recognition (CVPR), 2022 Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 196 16 0 26 Apr 2022
Time-based Self-supervised Learning for Wireless Capsule Endoscopy Guillem Pascual Pablo Laiz A. García Hagen Wenzek Jordi Vitrià Santi Seguí 130 13 0 20 Apr 2022
Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva Bilal Wehbe M. B. Firvida Matias Valdenegro-Toro SSL 121 23 0 20 Apr 2022
Self-Supervised Video Representation Learning with Motion-Contrastive PerceptionIEEE International Conference on Multimedia and Expo (ICME), 2022 Jin-Yuan Liu Ying Cheng Yuejie Zhang Ruiwei Zhao Rui Feng SSL 180 1 0 10 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-DistillationComputer Vision and Pattern Recognition (CVPR), 2022 A. Andonian Shixing Chen Raffay Hamid VLM 229 65 0 10 Apr 2022
Probabilistic Representations for Video Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2022 Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 236 53 0 08 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022 Zhiwu Qing Shiwei Zhang Ziyuan Huang Yi Tian Xu Xiang Wang Mingqian Tang Changxin Gao Rong Jin Nong Sang SSL AI4TS 198 18 0 06 Apr 2022
Video-Text Representation Learning via Differentiable Weak Temporal AlignmentComputer Vision and Pattern Recognition (CVPR), 2022 Dohwan Ko Joonmyung Choi Juyeon Ko Shinyeong Noh Kyoung-Woon On Eun-Sol Kim Hyunwoo J. Kim VGen AI4TS 134 27 0 31 Mar 2022
Iterative, Deep Synthetic Aperture Sonar Image SegmentationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yun Sun Isaac D. Gerg V. Monga 85 14 0 28 Mar 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-TrainingNeural Information Processing Systems (NeurIPS), 2022 Zhan Tong Yibing Song Jue Wang Limin Wang ViT 564 1,573 0 23 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2022 Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 176 77 0 19 Mar 2022
Adversarial Contrastive Self-Supervised Learning Wentao Zhu Hang Shang Tingxun Lv Chao Liao Sen Yang Ji Liu SSL 97 2 0 26 Feb 2022
Boundary-aware Self-supervised Learning for Video Scene SegmentationAsian Conference on Computer Vision (ACCV), 2022 Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 147 23 0 14 Jan 2022
Motion-Focused Contrastive Learning of Video RepresentationsIEEE International Conference on Computer Vision (ICCV), 2021 Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 148 37 0 11 Jan 2022
Max-Margin Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 132 51 0 21 Dec 2021
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 253 34 0 11 Dec 2021
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 177 17 0 09 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 Belongie Ming-Hsuan Yang Hartwig Adam Huayu Chen AI4TS 180 7 0 08 Dec 2021
Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation Amirhossein Dadashzadeh Alan Whone Majid Mirmehdi SSL 270 4 0 07 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 182 29 0 07 Dec 2021
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning Manlin Zhang Jinpeng Wang A. J. Ma 136 9 0 07 Dec 2021
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 302 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 231 143 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 189 3 0 01 Dec 2021
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 172 3 0 22 Nov 2021
Learning to Align Sequential Actions in the Wild Weizhe Liu Bugra Tekin Huseyin Coskun Vibhav Vineet Pascal Fua Marc Pollefeys 160 32 0 17 Nov 2021
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityAAAI Conference on Artificial Intelligence (AAAI), 2021 Pritam Sarkar Ali Etemad SSL 288 15 0 09 Nov 2021
Leveraging Time Irreversibility with Order-Contrastive Pre-trainingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Monica Agrawal Hunter Lang M. Offin L. Gazit David Sontag 212 9 0 04 Nov 2021
Equivariant Contrastive Learning Rumen Dangovski Li Jing Charlotte Loh Seung-Jun Han Akash Srivastava Brian Cheung Pulkit Agrawal Marin Soljacic 235 87 0 28 Oct 2021
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Yunxin Li Ahmet Sencan Yunxin Ding Nazli Ikizler-Cinbis Hao Fei VLM SSL 185 17 0 23 Oct 2021
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation Jay Patravali Gaurav Mittal Ye Yu Fuxin Li Mei Chen 156 23 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 220 61 0 30 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 145 22 0 28 Sep 2021
Self-Supervised Video Representation Learning by Video Incoherence DetectionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021 Haozhi Cao Yuecong Xu Jianfei Yang K. Mao Lihua Xie Jianxiong Yin Simon See SSL 104 8 0 26 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Nadine Behrmann Mohsen Fayyaz Juergen Gall M. Noroozi 91 37 0 23 Sep 2021
Self-supervised Learning for Semi-supervised Temporal Language GroundingIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Fan Luo Shaoxiang Chen Yue Yu Zuxuan Wu Yu-Gang Jiang VLM 199 14 0 23 Sep 2021