CPATTA: Conformal Supervision Allocation For Active Test-Time Adaptation

Tingyu Shi, Fan Lyu, Shaoliang Peng +2

Active Test-Time Adaptation (ATTA) improves model robustness under domain shift by selectively querying human annotations at deployment, but existing methods use heuristic uncertai…