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DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning

DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning

Thanh Nguyen
T. Pham
Chaoning Zhang
T. Luu
Thang Vu
Chang-Dong Yoo
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Papers citing "DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning"

7 / 7 papers shown
Title
Generating Human Understandable Explanations for Node Embeddings
Generating Human Understandable Explanations for Node Embeddings
Zohair Shafi
Ayan Chatterjee
Tina Eliassi-Rad
29
1
0
11 Jun 2024
Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses
Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses
Thanh Nguyen
T. Luu
Tri Ton
Chang D. Yoo
OffRL
AAML
32
0
0
18 May 2024
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning
From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning
Jiansong Zhang
Linlin Shen
Peizhong Liu
SSL
24
0
0
16 Nov 2023
Self-Supervised Visual Representation Learning via Residual Momentum
Self-Supervised Visual Representation Learning via Residual Momentum
T. Pham
Axi Niu
Zhang Kang
Sultan Rizky Hikmawan Madjid
Jiajing Hong
Daehyeok Kim
Joshua Tian Jin Tee
Chang-Dong Yoo
SSL
23
6
0
17 Nov 2022
On Feature Decorrelation in Self-Supervised Learning
On Feature Decorrelation in Self-Supervised Learning
Tianyu Hua
Wenxiao Wang
Zihui Xue
Sucheng Ren
Yue Wang
Hang Zhao
SSL
OOD
112
186
0
02 May 2021
BYOL works even without batch statistics
BYOL works even without batch statistics
Pierre Harvey Richemond
Jean-Bastien Grill
Florent Altché
Corentin Tallec
Florian Strub
...
Samuel L. Smith
Soham De
Razvan Pascanu
Bilal Piot
Michal Valko
SSL
242
114
0
20 Oct 2020
Improved Baselines with Momentum Contrastive Learning
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
238
3,359
0
09 Mar 2020