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cs.LG2025
Test-time Correlation Alignment
Linjing You, Jiabao Lu, Xiayuan Huang
Deep neural networks often degrade under distribution shifts. Although domain adaptation offers a solution, privacy constraints often prevent access to source data, making Test-Tim…
cs.LG2025
FRET: Feature Redundancy Elimination for Test Time Adaptation
Linjing You, Jiabao Lu, Xiayuan Huang +1
Test-Time Adaptation (TTA) aims to enhance the generalization of deep learning models when faced with test data that exhibits distribution shifts from the training data. In this co…