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On Understanding and Mitigating the Dimensional Collapse of Graph
  Contrastive Learning: a Non-Maximum Removal Approach
v1v2 (latest)

On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach

24 March 2022
Jiawei Sun
Ruoxin Chen
Jie Li
Chentao Wu
Yue Ding
Junchi Yan
ArXiv (abs)PDFHTML

Papers citing "On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach"

2 / 2 papers shown
Supervised Graph Contrastive Learning for Gene Regulatory Networks
Supervised Graph Contrastive Learning for Gene Regulatory Networks
Sho Oshima
Yuji Okamoto
Taisei Tosaki
Ryosuke Kojima
542
1
0
23 May 2025
Contrastive Multi-View Representation Learning on Graphs
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020
Kaveh Hassani
Amir Hosein Khas Ahmadi
SSL
931
1,622
0
10 Jun 2020
1
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