Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models
arXiv:2604.15609v1 Announce Type: new
Abstract: Test-Time Adaptation (TTA) for black-box models accessible only via APIs remains a largely unexplored challenge. Existing approaches such as post-hoc output refinement offer limited adaptive capacity, wh…