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

arXiv:2609.21743 · cs.CV, cs.AI · Submitted 2026-09-18 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-18

Updated: 2026-09-18

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 5× in this paper · explained in 1 episode
• Ablation — 1× in this paper · explained in 1 episode
• Balanced-Anchor Prompt Adaptation — 1× in this paper
• Class-Balanced Anchors — 1× in this paper
• Dynamic Prompt Adaptation — 1× in this paper
• Test-time Adaptation (TTA) — 1× in this paper · explained in 3 episodes

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