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
Smooth regularization for efficient video recognition Gil Goldman Raja Giryes Mahadev Satyanarayanan AI4TS 163 0 0 25 Nov 2025
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 85 0 0 29 Sep 2025
Temporal vs. Spatial: Comparing DINOv3 and V-JEPA2 Feature Representations for Video Action Analysis Sai Varun Kodathala Rakesh Vunnam 76 0 0 25 Sep 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Haitao Tian Pierre Payeur 124 0 0 05 Sep 2025
Aligning Moments in Time using Video Queries Yogesh Kumar Uday Agarwal Manish Gupta Anand Mishra 219 1 0 21 Aug 2025
Improved Mapping Between Illuminations and Sensors for RAW ImagesJournal of The Optical Society of America A-optics Image Science and Vision (JOSA A), 2025 Abhijith Punnappurath Luxi Zhao Hoang Le A. Abdelhamed SaiKiran Tedla M. Brown 77 1 0 20 Aug 2025
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport Syed Ahmed Mahmood Ali Shah Ali Umer Ahmed Fawad Javed Fateh M. Zia Quoc-Huy Tran 155 2 0 21 Jul 2025
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action RecognitionIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2025 Shanaka Ramesh Gunasekara Wanqing Li P. Ogunbona Jack Yang 129 0 0 29 May 2025
Reinforcement Learning meets Masked Video Modeling : Trajectory-Guided Adaptive Token Selection Ayush K. Rai Kyle Min Tarun Krishna Feiyan Hu Alan F. Smeaton Noel E. O'Connor VGen 298 0 0 13 May 2025
Joint Self-Supervised Video Alignment and Action Segmentation Ali Shah Ali Syed Ahmed Mahmood Mubin Saeed Andrey Konin M. Zia Quoc-Huy Tran OT 342 3 0 21 Mar 2025
BRIDLE: Generalized Self-supervised Learning with Quantization Hoang M. Nguyen Satya Narayan Shukla Qiang Zhang Hanchao Yu Sreya D. Roy Taipeng Tian Lingjiong Zhu Yuchen Liu SSL MQ 300 0 0 04 Feb 2025
Sync from the Sea: Retrieving Alignable Videos from Large-Scale DatasetsEuropean Conference on Computer Vision (ECCV), 2024 Ishan Rajendrakumar Dave Fabian Caba Heilbron Mubarak Shah Simon Jenni 177 3 0 02 Sep 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi Michael Dorkenwald Fida Mohammad Thoker E. Gavves Cees G. M. Snoek Yuki M. Asano 233 14 0 22 Jul 2024
Strategies for Pretraining Neural Operators Anthony Zhou Cooper Lorsung AmirPouya Hemmasian Amir Barati Farimani AI4CE 213 10 0 12 Jun 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 218 7 0 25 Apr 2024
Collaboratively Self-supervised Video Representation Learning for Action RecognitionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 323 2 0 15 Jan 2024
SVFAP: Self-supervised Video Facial Affect PerceiverIEEE Transactions on Affective Computing (TAC), 2023 Guoying Zhao Zheng Lian Kexin Wang Yu He Ming Xu Haiyang Sun Yinan Han Jianhua Tao 170 22 0 31 Dec 2023
$M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding$ M $^{3}$ 3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understandingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Muhammad Abdullah Jamal Omid Mohareri 3DPC 192 2 0 26 Sep 2023
Information Theory-Guided Heuristic Progressive Multi-View CodingNeural Networks (NN), 2021 Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 187 4 0 21 Aug 2023
Siamese Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2023 Agrim Gupta Jiajun Wu Gaowen Liu Li Fei-Fei 136 80 0 23 May 2023
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensorsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023 Einari Vaaras Manu Airaksinen S. Vanhatalo Okko Räsänen 199 4 0 16 May 2023
AutoLabel: CLIP-based framework for Open-set Video Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 211 22 0 03 Apr 2023
Procedure-Aware Pretraining for Instructional Video UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Honglu Zhou Roberto Martín-Martín Mubbasir Kapadia Silvio Savarese Juan Carlos Niebles 263 53 0 31 Mar 2023
Enlarging Instance-specific and Class-specific Information for Open-set Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2023 Jun Cen Shiwei Zhang Xiang Wang Yixuan Pei Zhiwu Qing Yingya Zhang Qifeng Chen 161 5 0 25 Mar 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Andong Deng Taojiannan Yang Chong Chen AI4TS 188 17 0 23 Mar 2023
Tubelet-Contrastive Self-Supervision for Video-Efficient GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek ViT 268 12 0 20 Mar 2023
Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos D. Fan De-Yun Yang Xinyu Li Vimal Bhat M. Rohith SSL 160 1 0 13 Mar 2023
Audio-Visual Contrastive Learning with Temporal Self-SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2023 Simon Jenni Alexander Black John Collomosse SSL 170 23 0 15 Feb 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal NetworksIEEE transactions on multimedia (IEEE TMM), 2023 Chen Pang Xuequan Lu Lei Lyu 217 31 0 27 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 472 317 0 13 Jan 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural VideosIEEE International Conference on Computer Vision (ICCV), 2023 Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 233 14 0 02 Jan 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised LearningMachine Vision and Applications (MVA), 2022 J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 238 6 0 21 Dec 2022
Location-Aware Self-Supervised Transformers for Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Mathilde Caron N. Houlsby Cordelia Schmid ViT 257 22 0 05 Dec 2022
Motion Aware Self-Supervision for Generic Event Boundary DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 248 4 0 11 Oct 2022
Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders Haosen Yang Deng Huang Bin Wen Jiannan Wu Huanjin Yao Yi Jiang Xiatian Zhu Zehuan Yuan 123 28 0 09 Oct 2022
Self-supervised Learning for Unintentional Action PredictionGerman Conference on Pattern Recognition (GCPR), 2022 Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 216 10 0 24 Sep 2022
Leveraging Self-Supervised Training for Unintentional Action Recognition Enea Duka Anna Kukleva Bernt Schiele 135 2 0 23 Sep 2022
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement LearningEuropean Conference on Artificial Intelligence (ECAI), 2022 Manuel Goulão Arlindo L. Oliveira ViT 220 7 0 22 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local ComplementarityIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Farid Razzak Ji-Rong Wen Hui Xiong 197 12 0 16 Sep 2022
Temporal Contrastive Learning with CurriculumIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shuvendu Roy Ali Etemad 205 4 0 02 Sep 2022
Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal GroundingEuropean Conference on Computer Vision (ECCV), 2022 Jiachang Hao Haifeng Sun Pengfei Ren Jingyu Wang Q. Qi J. Liao 217 33 0 29 Jul 2022
My View is the Best View: Procedure Learning from Egocentric VideosEuropean Conference on Computer Vision (ECCV), 2022 Siddhant Bansal Chetan Arora C. V. Jawahar EgoV 139 74 0 22 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw PuzzlesEuropean Conference on Computer Vision (ECCV), 2022 Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 119 109 0 20 Jul 2022
Time Is MattEr: Temporal Self-supervision for Video TransformersInternational Conference on Machine Learning (ICML), 2022 Sukmin Yun Jaehyung Kim Dongyoon Han Hwanjun Song Jung-Woo Ha Jinwoo Shin ViT 141 14 0 19 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 205 23 0 17 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional VideosIEEE International Conference on Multimedia Big Data (ICMBD), 2022 Madeline Chantry Schiappa Yogesh S Rawat 193 5 0 16 Jul 2022
Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow AnalysisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Muhammad Abdullah Jamal Omid Mohareri 96 8 0 16 Jul 2022
Position Prediction as an Effective Pretraining StrategyInternational Conference on Machine Learning (ICML), 2022 Shuangfei Zhai Navdeep Jaitly Jason Ramapuram Dan Busbridge Tatiana Likhomanenko Joseph Y. Cheng Walter A. Talbott Chen Huang Hanlin Goh J. Susskind ViT 155 29 0 15 Jul 2022
Synergistic Self-supervised and Quantization LearningEuropean Conference on Computer Vision (ECCV), 2022 Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 101 14 0 12 Jul 2022
Federated Self-supervised Learning for Video UnderstandingEuropean Conference on Computer Vision (ECCV), 2022 Yasar Abbas Ur Rehman Yan Gao Jiajun Shen Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 199 19 0 05 Jul 2022