When and Where to Reset Matters for Long-Term Test-Time Adaptation

Taejun Lim, Joong-Won Hwang, Kibok Lee

When continual test-time adaptation (TTA) persists over the long term, errors accumulate in the model and further cause it to predict only a few classes for all inputs, a phenomeno…