Focus on Likely Classes for Test-Time Prediction.

arXiv:2505.03819v4 Announce Type: replace-cross Abstract: We ask: Can focusing on likely classes of a single, in-domain sample improve accuracy? Prior work argued "no", we answer "yes" on average. Standard entropy minimization yields largest gains, and we furt