The Golden Subspace: Where Efficiency Meets Generalization in Continual Test-Time Adaptation

Guannan Lai, Da-Wei Zhou, Zhenguo Li +1

Continual Test-Time Adaptation (CTTA) aims to enable models to adapt online to unlabeled data streams under distribution shift without accessing source data. Existing CTTA methods…