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 from Weakly-labeled Web Videos via Exploring Sub-ConceptsAAAI Conference on Artificial Intelligence (AAAI), 2021 Kunpeng Li Zizhao Zhang Guanhang Wu Xuehan Xiong Chen-Yu Lee Zhichao Lu Y. Fu Tomas Pfister 130 5 0 11 Jan 2021
ArrowGAN : Learning to Generate Videos by Learning Arrow of TimeNeurocomputing (Neurocomputing), 2021 Kibeom Hong Youngjung Uh H. Byun GAN 248 10 0 11 Jan 2021
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural NetworksInternational Conference on Pattern Recognition (ICPR), 2021 Sebastián M. Palacio P. Engler Jörn Hees Andreas Dengel 108 2 0 07 Jan 2021
Transformers in Vision: A SurveyACM Computing Surveys (CSUR), 2021 Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 773 3,041 0 04 Jan 2021
Learning the Predictability of the FutureComputer Vision and Pattern Recognition (CVPR), 2021 Dídac Surís Ruoshi Liu Carl Vondrick 203 85 0 01 Jan 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2020 Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 232 81 0 21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 162 5 0 21 Dec 2020
Self-supervised Learning with Fully Convolutional Networks Zhengeng Yang Hongshan Yu Yong-xing He Zhihong Mao Lin Wang SSL SSeg 123 1 0 18 Dec 2020
Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning Biagio Brattoli Uta Büchler Michael Dorkenwald Philipp Reiser Linard Filli F. Helmchen A. Wahl Bjorn Ommer 254 3 0 16 Dec 2020
FLAVR: Flow-Agnostic Video Representations for Fast Frame InterpolationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Tarun Kalluri Deepak Pathak Manmohan Chandraker Du Tran VGen 326 173 0 15 Dec 2020
Temporal Relational Modeling with Self-Supervision for Action SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2020 Dong Wang Di Hu Xingjian Li Dejing Dou 132 60 0 14 Dec 2020
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 220 207 0 11 Dec 2020
Contrastive Transformation for Self-supervised Correspondence LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Ning Wang Wen-gang Zhou Houqiang Li VOS 141 36 0 09 Dec 2020
Self-supervised Deep Learning for Reading Activity Classification M. Islam Shuji Sakamoto Yoshihiro Yamada Andrew W. Vargo M. Iwata Masakazu Iwamura K. Kise 176 2 0 07 Dec 2020
Temporal Representation Learning on Monocular Videos for 3D Human Pose EstimationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 S. Honari Victor Constantin Helge Rhodin Mathieu Salzmann Pascal Fua 3DH 469 10 0 02 Dec 2020
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Zehua Zhang David J. Crandall AI4TS SSL 198 25 0 23 Nov 2020
Boundary-sensitive Pre-training for Temporal Localization in VideosIEEE International Conference on Computer Vision (ICCV), 2020 Mengmeng Xu Juan-Manuel Perez-Rua Victor Escorcia Brais Martínez Xiatian Zhu Li Zhang Guohao Li Tao Xiang 174 63 0 21 Nov 2020
Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual RepresentationsIEEE transactions on multimedia (TMM), 2020 Xinyue Huo Lingxi Xie Longhui Wei Xiaopeng Zhang Hao Li Zijie Yang Wen-gang Zhou Houqiang Li Qi Tian SSL 137 14 0 19 Nov 2020
Self-supervised transfer learning of physiological representations from free-living wearable dataACM Conference on Health, Inference, and Learning (CHIL), 2020 Dimitris Spathis I. Perez-Pozuelo S. Brage N. Wareham Cecilia Mascolo 166 46 0 18 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature PredictionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 126 31 0 11 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 439 1,576 0 31 Oct 2020
3D Object Recognition By Corresponding and Quantizing Neural 3D Scene Representations Mihir Prabhudesai Shamit Lal H. Tung Adam W. Harley Shubhankar Potdar Katerina Fragkiadaki 3DPC 177 2 0 30 Oct 2020
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning L. Tao Xueting Wang T. Yamasaki VLM SSL 230 14 0 29 Oct 2020
Cycle-Contrast for Self-Supervised Video Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Quan Kong Wen Wei Ziwei Deng Tomoaki Yoshinaga Tomokazu Murakami SSL 175 55 0 28 Oct 2020
RSPNet: Relative Speed Perception for Unsupervised Video Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Peihao Chen Deng Huang Dongliang He Xiang Long Runhao Zeng Shilei Wen Zhuliang Yu Chuang Gan SSL 161 137 0 27 Oct 2020
Contrastive Learning with Adversarial Examples Chih-Hui Ho Nuno Vasconcelos SSL 159 158 0 22 Oct 2020
Learning to Sort Image Sequences via Accumulated Temporal Differences Gagan Kanojia Shanmuganathan Raman 88 0 0 22 Oct 2020
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional MotionInternational Workshop on the Semantic Web (SW), 2020 Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL HAI 115 18 0 21 Oct 2020
Self-supervised Co-training for Video Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Tengda Han Weidi Xie Andrew Zisserman SSL 459 360 0 19 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 339 4 0 14 Oct 2020
MS $^2$ L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition Lilang Lin Sijie Song Wenhan Yang Jiaying Liu SSL 172 226 0 12 Oct 2020
Representation learning from videos in-the-wild: An object-centric approach Rob Romijnders Aravindh Mahendran Michael Tschannen Josip Djolonga Marvin Ritter N. Houlsby Mario Lucic OCL SSL 213 8 0 06 Oct 2020
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling Souradip Chakraborty A. R. Gosthipaty Sayak Paul SSL 92 22 0 25 Sep 2020
Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Jinpeng Wang Yuting Gao Ke Li Yiqi Lin A. J. Ma Hao Cheng Pai Peng Feiyue Huang Rongrong Ji Xing Sun SSL 256 97 0 12 Sep 2020
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the MotionAAAI Conference on Artificial Intelligence (AAAI), 2020 Jinpeng Wang Yuting Gao Ke Li Jianguo Hu Xinyang Jiang Xiao-Wei Guo Rongrong Ji Xing Sun 274 70 0 12 Sep 2020
Active Contrastive Learning of Audio-Visual Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song VLM SSL 160 9 0 31 Aug 2020
Self-supervised Video Representation Learning by Uncovering Spatio-temporal StatisticsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Wei Liu Yunhui Liu SSL AI4TS 192 58 0 31 Aug 2020
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial NetworksPetra (PETRA), 2020 Mohammad Zaki Zadeh Ashwin Ramesh Babu Ashish Jaiswal F. Makedon 129 17 0 26 Aug 2020
Robust RGB-based 6-DoF Pose Estimation without Real Pose Annotations Zhigang Li Yinlin Hu Mathieu Salzmann Xiangyang Ji 3DH 100 8 0 19 Aug 2020
Video Region Annotation with Sparse Bounding Boxes Yuzheng Xu Yang Wu Nur Sabrina binti Zuraimi S. Nobuhara Ko Nishino VGen 219 2 0 17 Aug 2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao Yifan Cai M. Alsharid L. Drukker A. Papageorghiou J. A. Noble 199 42 0 14 Aug 2020
Self-supervised Video Representation Learning by Pace Prediction Jiangliu Wang Jianbo Jiao Yunhui Liu SSL AI4TS 203 250 0 13 Aug 2020
Spatiotemporal Contrastive Video Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Rui Qian Tianjian Meng Boqing Gong Ming-Hsuan Yang Jian Shu Serge J. Belongie Huayu Chen SSL AI4TS 373 543 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 174 23 0 06 Aug 2020
Self-supervised Video Representation Learning Using Inter-intra Contrastive FrameworkACM Multimedia (ACM MM), 2020 Li Tao Xueting Wang T. Yamasaki SSL 243 113 0 06 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning Jinpeng Wang Yiqi Lin A. J. Ma Pong C. Yuen TTA 128 12 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 102 1 0 05 Aug 2020
Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping Adam W. Harley S. K. Lakshmikanth Paul Schydlo Katerina Fragkiadaki 3DPC 217 9 0 04 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 285 254 0 03 Aug 2020
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning Ting Yao Yiheng Zhang Zhaofan Qiu Yingwei Pan Tao Mei DRL 199 116 0 03 Aug 2020