Test-Time Adaptation by Causal Trimming

Yingnan Liu, Rui Qiao, Mong Li Lee +1

Test-time adaptation aims to improve model robustness under distribution shifts by adapting models with access to unlabeled target samples. A primary cause of performance degradati…