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
Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies Taeyeong Choi Owen Would A. Gomez Grzegorz Cielniak 198 17 0 21 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani J. Herbinger Shekoofeh Azizi SSL 173 18 0 15 Sep 2021
Learning Cross-modal Contrastive Features for Video Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2021 Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 136 83 0 26 Aug 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive LearningIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 215 3 0 24 Aug 2021
Self-Supervised Video Representation Learning with Meta-Contrastive Network Yuanze Lin Xun Guo Yan Lu SSL 189 43 0 19 Aug 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity MonitoringIEEE International Conference on Computer Vision (ICCV), 2021 Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha SSL 109 31 0 14 Aug 2021
Video Contrastive Learning with Global Context Haofei Kuang Yi Zhu Zhi-Li Zhang Xinyu Li Joseph Tighe Sören Schwertfeger C. Stachniss Mu Li SSL AI4TS 203 64 0 05 Aug 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labelsNeural Information Processing Systems (NeurIPS), 2021 Jizong Peng Ping Wang Chrisitian Desrosiers M. Pedersoli SSL 173 71 0 29 Jul 2021
Transcript to Video: Efficient Clip Sequencing from TextsACM Multimedia (ACM MM), 2021 Yu Xiong Fabian Caba Heilbron Dahua Lin CLIP 185 13 0 25 Jul 2021
Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Yijin Huang Li Lin Pujin Cheng Junyan Lyu Xiaoying Tang SSL MedIm 118 44 0 17 Jul 2021
Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation LossAAAI Conference on Artificial Intelligence (AAAI), 2021 Hao Wang Euijoon Ahn Jinman Kim 173 51 0 16 Jul 2021
Video 3D Sampling for Self-supervised Representation Learning Wei Li Dezhao Luo Bo Fang Yu Zhou Weiping Wang 110 8 0 08 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion AnalysisComputer Vision and Pattern Recognition (CVPR), 2021 Xin Liu Henglin Shi Zhaodong Sun Zitong Yu Amritpal Singh Guoying Zhao 188 105 0 01 Jul 2021
SCARF: Self-Supervised Contrastive Learning using Random Feature CorruptionInternational Conference on Learning Representations (ICLR), 2021 Dara Bahri Heinrich Jiang Yi Tay Donald Metzler SSL 177 212 0 29 Jun 2021
VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning Hao Tan Jie Lei Thomas Wolf Joey Tianyi Zhou 175 72 0 21 Jun 2021
SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving Jianhua Han Xiwen Liang Hang Xu Kai Chen Lanqing Hong ... Chao Ye Wei Zhang Zhenguo Li Xi Liang Chunjing Xu 167 96 0 21 Jun 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical ContrastingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 216 12 0 18 Jun 2021
Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows Mahdi M. Kalayeh Nagendra Kamath Lingyi Liu Ashok Chandrashekar SSL 93 3 0 16 Jun 2021
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation Mingxiang Chen Z. Chang Hao Lu Bitao Yang Zhuang Li Liufang Guo Zhecheng Wang SSL 111 10 0 11 Jun 2021
Self-supervision of Feature Transformation for Further Improving Supervised Learning Zilin Ding Yuhang Yang Xuan Cheng Xiaomin Wang Ming-Yuan Liu SSL 58 2 0 09 Jun 2021
Self-supervised Feature Enhancement: Applying Internal Pretext Task to Supervised LearningIEEE Access (IEEE Access), 2021 Yuhang Yang Zilin Ding Xuan Cheng Xiaomin Wang Ming Liu SSL 103 2 0 09 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review Ran Liu SSL 124 12 0 06 Jun 2021
ASCNet: Self-supervised Video Representation Learning with Appearance-Speed ConsistencyIEEE International Conference on Computer Vision (ICCV), 2021 Deng Huang Wenhao Wu Weiwen Hu Xu Liu Dongliang He Zhihua Wu Xiangmiao Wu Ming Tan Errui Ding SSL 129 55 0 04 Jun 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online ClusteringComputer Vision and Pattern Recognition (CVPR), 2021 Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 351 64 0 27 May 2021
When Does Contrastive Visual Representation Learning Work?Computer Vision and Pattern Recognition (CVPR), 2021 Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 310 134 0 12 May 2021
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyComputer Vision and Pattern Recognition (CVPR), 2021 Isma Hadji Konstantinos G. Derpanis Allan D. Jepson AI4TS 239 60 0 11 May 2021
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex ActivitiesInternational Conference on Information Photonics (ICIP), 2021 S. Swetha Hilde Kuehne Yogesh S Rawat M. Shah 121 23 0 30 Apr 2021
CoCon: Cooperative-Contrastive Learning Nishant Rai Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles SSL 123 19 0 30 Apr 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 233 282 0 29 Apr 2021
3D Human Action Representation Learning via Cross-View Consistency PursuitComputer Vision and Pattern Recognition (CVPR), 2021 Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 288 204 0 29 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextNeural Information Processing Systems (NeurIPS), 2021 Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 587 669 0 22 Apr 2021
Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks Tianjin Huang Yulong Pei Vlado Menkovski Mykola Pechenizkiy 173 42 0 16 Apr 2021
Self-Supervised Learning for Semi-Supervised Temporal Action ProposalComputer Vision and Pattern Recognition (CVPR), 2021 Xiang Wang Shiwei Zhang Zhiwu Qing Yuanjie Shao Changxin Gao Nong Sang 95 74 0 07 Apr 2021
Action Shuffle Alternating Learning for Unsupervised Action SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Jun Li S. Todorovic 159 44 0 05 Apr 2021
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection D. M. Nguyen Thu Nguyen Huong Vu Quang Pham Manh-Duy Nguyen Binh T. Nguyen Daniel Sonntag 142 20 0 04 Apr 2021
Self-supervised Video Representation Learning by Context and Motion DecouplingComputer Vision and Pattern Recognition (CVPR), 2021 Lianghua Huang Yu Liu Bin Wang Pan Pan Yinghui Xu Rong Jin SSL 204 54 0 02 Apr 2021
Composable Augmentation Encoding for Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Chen Sun Arsha Nagrani Yonglong Tian Cordelia Schmid SSL AI4TS 200 19 0 01 Apr 2021
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning Luowei Zhou Jingjing Liu Yu Cheng Zhe Gan Lei Zhang 161 7 0 01 Apr 2021
Self-supervised Motion Learning from Static ImagesComputer Vision and Pattern Recognition (CVPR), 2021 Ziyuan Huang Shiwei Zhang Jianwen Jiang Mingqian Tang Rong Jin M. Ang SSL 107 30 0 01 Apr 2021
Learning by Aligning Videos in TimeComputer Vision and Pattern Recognition (CVPR), 2021 S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 186 73 0 31 Mar 2021
Learning Representational Invariances for Data-Efficient Action RecognitionComputer Vision and Image Understanding (CVIU), 2021 Yuliang Zou Jinwoo Choi Qitong Wang Jia-Bin Huang 250 44 0 30 Mar 2021
Robust Audio-Visual Instance DiscriminationComputer Vision and Pattern Recognition (CVPR), 2021 Pedro Morgado Ishan Misra Nuno Vasconcelos SSL 212 117 0 29 Mar 2021
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action LocalizationNeural Information Processing Systems (NeurIPS), 2021 Mengmeng Xu Juan-Manuel Perez-Rua Xiatian Zhu Guohao Li Brais Martinez 252 30 0 28 Mar 2021
Rethinking Self-Supervised Learning: Small is Beautiful Yun Cao Jianxin Wu SSL 102 24 0 25 Mar 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 251 35 0 18 Mar 2021
Self-Supervised Learning of Audio Representations from Permutations with Differentiable RankingIEEE Signal Processing Letters (IEEE SPL), 2021 Andrew N. Carr Quentin Berthet Mathieu Blondel O. Teboul Neil Zeghidour SSL 167 28 0 17 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial ExamplesComputer Vision and Pattern Recognition (CVPR), 2021 Tian Pan Yibing Song Tianyu Yang Wenhao Jiang Wei Liu 196 246 0 10 Mar 2021
Self-Supervised Learning via multi-Transformation Classification for Action Recognition Duc-Quang Vu Ngan T. H. Le Jia-Ching Wang SSL 111 9 0 20 Feb 2021
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled DataProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2021 Chi Ian Tang I. Perez-Pozuelo Dimitris Spathis S. Brage N. Wareham Cecilia Mascolo SSL HAI VLM 119 103 0 11 Feb 2021
TCLR: Temporal Contrastive Learning for Video RepresentationComputer Vision and Image Understanding (CVIU), 2021 I. Dave Rohit Gupta Mamshad Nayeem Rizve Mubarak Shah SSL AI4TS 320 203 0 20 Jan 2021