Effortless Active Labeling for Long-Term Test-Time Adaptation

Guowei Wang, Changxing Ding

Long-term test-time adaptation (TTA) is a challenging task due to error accumulation. Recent approaches tackle this issue by actively labeling a small proportion of samples in each…