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Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization
IEEE International Conference on Computer Vision (ICCV), 2021
4 August 2021
Rui Qian
Yuxi Li
Huabin Liu
John See
Shuangrui Ding
Xian Liu
Dian Li
Weiyao Lin
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Papers citing
"Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization"
29 / 29 papers shown
HourVideo: 1-Hour Video-Language Understanding
Neural Information Processing Systems (NeurIPS), 2024
Keshigeyan Chandrasegaran
Agrim Gupta
Lea M. Hadzic
Taran Kota
Jimming He
Cristobal Eyzaguirre
Zane Durante
Pengfei Yu
Jiajun Wu
L. Fei-Fei
VLM
331
97
0
07 Nov 2024
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning
Fengyuan Dai
Siteng Huang
Min Zhang
Biao Gong
Donglin Wang
193
1
0
30 Aug 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective
Rui Qian
Shuangrui Ding
Dahua Lin
OCL
290
8
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
436
25
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
Yuan Liu
VLM
363
147
0
25 May 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Jie Zhang
Zhifan Wan
Lanqing Hu
Stephen Lin
Shuzhe Wu
Shiguang Shan
TTA
510
3
0
15 Jan 2024
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision
I. Dave
Simon Jenni
Mubarak Shah
287
13
0
20 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation
European Conference on Computer Vision (ECCV), 2023
Shuangrui Ding
Rui Qian
Haohang Xu
Dahua Lin
Hongkai Xiong
VOS
289
12
0
29 Nov 2023
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation Learning
ACM Multimedia (ACM MM), 2023
Minghao Zhu
Xiao Lin
Ronghao Dang
Chengju Liu
Qi Chen
VGen
243
11
0
01 Sep 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos
IEEE International Conference on Computer Vision (ICCV), 2023
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
449
22
0
19 Aug 2023
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Fida Mohammad Thoker
Hazel Doughty
Cees G. M. Snoek
ViT
395
13
0
20 Mar 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning
Machine Vision and Applications (MVA), 2022
J. Denize
Jaonary Rabarisoa
Astrid Orcesi
Romain Hérault
SSL
302
6
0
21 Dec 2022
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
Yuan Liu
Jiacheng Chen
Hao Wu
262
3
0
21 Dec 2022
Temporal Contrastive Learning with Curriculum
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shuvendu Roy
Ali Etemad
322
4
0
02 Sep 2022
Motion Sensitive Contrastive Learning for Self-supervised Video Representation
European Conference on Computer Vision (ECCV), 2022
Jingcheng Ni
Nana Zhou
Jie Qin
Qianrun Wu
Junqi Liu
Boxun Li
Di Huang
SSL
250
20
0
12 Aug 2022
Static and Dynamic Concepts for Self-supervised Video Representation Learning
European Conference on Computer Vision (ECCV), 2022
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
SSL
279
28
0
26 Jul 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning
European Conference on Computer Vision (ECCV), 2022
Huseyin Coskun
Alireza Zareian
Joshua L. Moore
F. Tombari
Chen Wang
SSL
266
3
0
20 Jul 2022
Dual Contrastive Learning for Spatio-temporal Representation
ACM Multimedia (ACM MM), 2022
Shuangrui Ding
Rui Qian
H. Xiong
AI4TS
SSL
168
26
0
12 Jul 2022
Probabilistic Representations for Video Contrastive Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Jungin Park
Jiyoung Lee
Ig-Jae Kim
Kwanghoon Sohn
SSL
406
54
0
08 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
Computer Vision and Pattern Recognition (CVPR), 2022
Zhiwu Qing
Shiwei Zhang
Ziyuan Huang
Yi Tian Xu
Xiang Wang
Mingqian Tang
Changxin Gao
Rong Jin
Nong Sang
SSL
AI4TS
281
19
0
06 Apr 2022
Controllable Augmentations for Video Representation Learning
Rui Qian
Weiyao Lin
John See
Dian Li
SSL
AI4TS
350
17
0
30 Mar 2022
SPAct: Self-supervised Privacy Preservation for Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
I. Dave
Chong Chen
M. Shah
PICV
242
85
0
29 Mar 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval
Cheng-En Wu
Farley Lai
Yujie Hu
Asim Kadav
SSL
AI4TS
439
5
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
Weikang Yu
SSL
AI4TS
327
20
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
297
67
0
30 Sep 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Zhiwu Qing
Ziyuan Huang
Shiwei Zhang
Mingqian Tang
Changxin Gao
M. Ang
Ronglei Ji
Nong Sang
409
3
0
24 Aug 2021
MaCLR: Motion-aware Contrastive Learning of Representations for Videos
European Conference on Computer Vision (ECCV), 2021
Fanyi Xiao
Joseph Tighe
Davide Modolo
SSL
218
19
0
17 Jun 2021
TCLR: Temporal Contrastive Learning for Video Representation
Computer Vision and Image Understanding (CVIU), 2021
I. Dave
Rohit Gupta
Mamshad Nayeem Rizve
Mubarak Shah
SSL
AI4TS
483
223
0
20 Jan 2021
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.5K
4,857
0
17 Jun 2020
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