2026
When and Where to Reset Matters for Long-Term Test-Time Adaptation
ICLR 2026poster
When continual test-time adaptation (TTA) persists over the long term, errors accumulate in a model and further lead it to predict only a few classes regardless of the input, known as model collapse. Recent studies have explored reset strategies that erase these accumulated errors completely. Howeve…