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2206.00227
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Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views
1 June 2022
Junbo Zhang
Kaisheng Ma
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Papers citing
"Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views"
11 / 11 papers shown
Title
Evolved Hierarchical Masking for Self-Supervised Learning
Zhanzhou Feng
Shiliang Zhang
49
0
0
12 Apr 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking
Ilqar Ramazanli
Hamid Eghbalzadeh
Xiaoyi Liu
Yang Wang
Jiaxiang Fu
Kaushik Rangadurai
Sem Park
Bo Long
Xue Feng
51
0
0
05 Feb 2025
InfoNCE: Identifying the Gap Between Theory and Practice
E. Rusak
Patrik Reizinger
Attila Juhos
Oliver Bringmann
Roland S. Zimmermann
Wieland Brendel
35
5
0
28 Jun 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations
Mohammad Alkhalefi
Georgios Leontidis
Mingjun Zhong
63
2
0
11 Mar 2024
Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation
Eytan Kats
Jochen G. Hirsch
Mattias P. Heinrich
SSL
24
0
0
12 Jan 2024
Personalization of Stress Mobile Sensing using Self-Supervised Learning
Tanvir Islam
Peter Washington
24
6
0
04 Aug 2023
Contrastive Learning with Consistent Representations
Zihu Wang
Yu Wang
Hanbin Hu
Peng Li
CLL
29
5
0
03 Feb 2023
Leveraging the Third Dimension in Contrastive Learning
Sumukh K Aithal
Anirudh Goyal
Alex Lamb
Yoshua Bengio
Michael C. Mozer
MDE
31
0
0
27 Jan 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations
Jiahang Zhang
Lilang Lin
Jiaying Liu
18
46
0
24 Nov 2022
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
Guozheng Ma
Zhen Wang
Zhecheng Yuan
Xueqian Wang
Bo Yuan
Dacheng Tao
OffRL
35
26
0
10 Oct 2022
Understanding self-supervised Learning Dynamics without Contrastive Pairs
Yuandong Tian
Xinlei Chen
Surya Ganguli
SSL
138
281
0
12 Feb 2021
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