Title
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning Chi-Hsi Kung Frangil Ramirez Juhyung Ha Yi-Ting Chen David J. Crandall Yi-Hsuan Tsai 614 2 0 27 Mar 2025
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language RecognitionIEEE Transactions on Image Processing (TIP), 2024 Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 262 11 0 15 Jun 2024
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos Ziyang Wang Shoubin Yu Elias Stengel-Eskin Jaehong Yoon Feng Cheng Gedas Bertasius Mohit Bansal 397 140 0 29 May 2024
Multi-model learning by sequential reading of untrimmed videos for action recognition Kodai Kamiya Toru Tamaki 187 0 0 26 Jan 2024
Universal Time-Series Representation Learning: A Survey Patara Trirat Yooju Shin Junhyeok Kang Youngeun Nam Jihye Na Minyoung Bae Joeun Kim Byunghyun Kim Jae-Gil Lee AI4TS 289 30 0 08 Jan 2024
Multi-entity Video Transformers for Fine-Grained Video Representation Learning Matthew Walmer Rose Kanjirathinkal Kai Sheng Tai Keyur Muzumdar Taipeng Tian Abhinav Shrivastava ViT 331 0 0 17 Nov 2023
Towards Real-World Visual Tracking with Temporal ContextsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 153 81 0 20 Aug 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
MetaAID 2.0: An Extensible Framework for Developing Metaverse Applications via Human-controllable Pre-trained Models Hongyin Zhu 159 6 0 25 Feb 2023
MAR: Masked Autoencoders for Efficient Action RecognitionIEEE transactions on multimedia (IEEE TMM), 2022 Zhiwu Qing Shiwei Zhang Ziyuan Huang Xiang Wang Yuehuang Wang Yiliang Lv Changxin Gao Nong Sang 201 56 0 24 Jul 2022
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 213 3 0 01 Dec 2021