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cs.LG2024★ 1 cited
Feature contamination: Neural networks learn uncorrelated features and fail to generalize
Tianren Zhang, Chujie Zhao, Guanyu Chen +2
Learning representations that generalize under distribution shifts is critical for building robust machine learning models. However, despite significant efforts in recent years, al…
cs.LG2024★ 1 cited
Preserving Silent Features for Domain Generalization
Chujie Zhao, Tianren Zhang, Feng Chen
Domain generalization (DG) aims to improve the generalization ability of the model trained on several known training domains over unseen test domains. Previous work has shown that…