Shaoran Lv

CONGA:Confidence-and-Gradient-Aware Learning Rate Schedule for Test Time Adaptation

Test-time adaptation (TTA) adapts pretrained models to test data on-the-fly. Current TTA methods have focused on what to adapt: lightweight domain-aware components (prompts, normalization statistics) updated with consistency-aware self-supervised losses. This work investigates the more fundamental y…