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Time Is MattEr: Temporal Self-supervision for Video Transformers

Time Is MattEr: Temporal Self-supervision for Video Transformers

International Conference on Machine Learning (ICML), 2022
19 July 2022
Sukmin Yun
Jaehyung Kim
Dongyoon Han
Hwanjun Song
Jung-Woo Ha
Jinwoo Shin
    ViT
ArXiv (abs)PDFHTML

Papers citing "Time Is MattEr: Temporal Self-supervision for Video Transformers"

6 / 6 papers shown
Title
Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening
Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening
Piyush Bagad
Andrew Zisserman
AI4TS
200
2
0
10 Sep 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
Xiang Li
Cristina Mata
J. Park
Kumara Kahatapitiya
Yoo Sung Jang
...
Kanchana Ranasinghe
R. Burgert
Mu Cai
Yong Jae Lee
Michael S. Ryoo
LM&Ro
519
54
0
28 Jun 2024
Learning to Exploit Temporal Structure for Biomedical Vision-Language
  Processing
Learning to Exploit Temporal Structure for Biomedical Vision-Language ProcessingComputer Vision and Pattern Recognition (CVPR), 2023
Shruthi Bannur
Stephanie L. Hyland
Qianchu Liu
Fernando Pérez-García
Maximilian Ilse
...
Maria T. A. Wetscherek
M. Lungren
A. Nori
Javier Alvarez-Valle
Ozan Oktay
293
194
0
11 Jan 2023
Mitigating and Evaluating Static Bias of Action Representations in the
  Background and the Foreground
Mitigating and Evaluating Static Bias of Action Representations in the Background and the ForegroundIEEE International Conference on Computer Vision (ICCV), 2022
Haoxin Li
Yuan Liu
Hanwang Zhang
Boyang Li
217
22
0
23 Nov 2022
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in
  Temporal Action Localization Tasks
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization TasksComputer Vision and Pattern Recognition (CVPR), 2022
Hyolim Kang
Hanjung Kim
Joungbin An
Minsu Cho
Seon Joo Kim
236
7
0
11 Nov 2022
Video Transformers: A Survey
Video Transformers: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Javier Selva
A. S. Johansen
Sergio Escalera
Kamal Nasrollahi
T. Moeslund
Albert Clapés
ViT
382
134
0
16 Jan 2022
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