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Overcoming Dimensional Collapse in Self-supervised Contrastive Learning
  for Medical Image Segmentation

Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

22 February 2024
Jamshid Hassanpour
V. Srivastav
Didier Mutter
N. Padoy
    SSL
ArXivPDFHTML

Papers citing "Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation"

3 / 3 papers shown
Title
Whitening Consistently Improves Self-Supervised Learning
Whitening Consistently Improves Self-Supervised Learning
András Kalapos
Bálint Gyires-Tóth
SSL
31
0
0
14 Aug 2024
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
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
1