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News/Balanced Prompt Adaptation against Entropy-Induced Collapse for Test-Time Binary Segmentation
arxiv
PublishedSeptember 21, 2026 at 4:00 AM
—neutral

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

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Publisher summary· verbatim

arXiv:2609.21743v1 Announce Type: cross Abstract: Entropy minimization is a standard objective for test-time adaptation (TTA), but it can fail in imbalanced binary segmentation. Unlike image classification, dense segmentation aggregates thousands of pixel predictions, allowing the larger predicted c

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