Balanced Prompt Adaptation against Entropy-Induced Collapse for Test-Time Binary Segmentation

Zhengshan Wang, Joshua Charles Webster-Ford, Yifei Tian +3

Entropy minimization is a standard objective for test-time adaptation (TTA), but it can fail in imbalanced binary segmentation. Unlike image classification, dense segmentation aggr…