Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization

4 August 2021

Papers citing "Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization"

31 / 31 papers shown

Title
HourVideo: 1-Hour Video-Language Understanding Keshigeyan Chandrasegaran Agrim Gupta Lea M. Hadzic Taran Kota Jimming He Cristobal Eyzaguirre Zane Durante Manling Li Jiajun Wu L. Fei-Fei VLM 41 31 0 07 Nov 2024
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning Fengyuan Dai Siteng Huang Min Zhang Biao Gong Donglin Wang 38 0 0 30 Aug 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 52 1 0 09 Jul 2024
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning Xiangyu Zhao Xiangtai Li Haodong Duan Haian Huang Yining Li Kai Chen Hua Yang VLM MLLM 37 10 0 25 Jun 2024
Streaming Long Video Understanding with Large Language Models Rui Qian Xiao-wen Dong Pan Zhang Yuhang Zang Shuangrui Ding Dahua Lin Jiaqi Wang VLM 31 40 0 25 May 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 56 1 0 15 Jan 2024
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision I. Dave Simon Jenni Mubarak Shah 33 7 0 20 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 33 4 0 29 Nov 2023
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation Learning Minghao Zhu Xiao Lin Ronghao Dang Chengju Liu Qi Chen VGen 22 8 0 01 Sep 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 21 14 0 19 Aug 2023
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek ViT 35 9 0 20 Mar 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 14 6 0 21 Dec 2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning Yuan Liu Jiacheng Chen Hao Wu 24 2 0 21 Dec 2022
Temporal Contrastive Learning with Curriculum Shuvendu Roy Ali Etemad 24 3 0 02 Sep 2022
Motion Sensitive Contrastive Learning for Self-supervised Video Representation Jingcheng Ni Nana Zhou Jie Qin Qianrun Wu Junqi Liu Boxun Li Di Huang SSL 25 16 0 12 Aug 2022
Static and Dynamic Concepts for Self-supervised Video Representation Learning Rui Qian Shuangrui Ding Xian Liu Dahua Lin SSL 21 22 0 26 Jul 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Huseyin Coskun Alireza Zareian Joshua L. Moore F. Tombari Chen Wang SSL 40 3 0 20 Jul 2022
Dual Contrastive Learning for Spatio-temporal Representation Shuangrui Ding Rui Qian H. Xiong AI4TS SSL 28 21 0 12 Jul 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim K. Sohn SSL 21 43 0 08 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency Zhiwu Qing Shiwei Zhang Ziyuan Huang Yi Tian Xu Xiang Wang Mingqian Tang Changxin Gao Rong Jin Nong Sang SSL AI4TS 23 17 0 06 Apr 2022
Controllable Augmentations for Video Representation Learning Rui Qian Weiyao Lin John See Dian Li SSL AI4TS 17 9 0 30 Mar 2022
SPAct: Self-supervised Privacy Preservation for Action Recognition I. Dave C. L. P. Chen M. Shah PICV 24 55 0 29 Mar 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 20 3 0 20 Jan 2022
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation Yujia Zhang L. Po Xuyuan Xu Mengyang Liu Yexin Wang Weifeng Ou Yuzhi Zhao W. Yu SSL AI4TS 10 16 0 16 Dec 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 15 49 0 30 Sep 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 30 3 0 24 Aug 2021
MaCLR: Motion-aware Contrastive Learning of Representations for Videos Fanyi Xiao Joseph Tighe Davide Modolo SSL 11 13 0 17 Jun 2021
TCLR: Temporal Contrastive Learning for Video Representation I. Dave Rohit Gupta Mamshad Nayeem Rizve Mubarak Shah SSL AI4TS 15 174 0 20 Jan 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 231 190 0 12 Jan 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 204 308 0 19 Oct 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 125 133 0 21 Jul 2020