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News/SPOT-E: Test-Time Entropy Shaping with Visual Spotlights for Frozen VLMs
arxiv
PublishedJune 20, 2026 at 4:00 AM
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SPOT-E: Test-Time Entropy Shaping with Visual Spotlights for Frozen VLMs

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arXiv:2606.20244v1 Announce Type: cross Abstract: Vision-language models (VLMs) often underperform on evidence intensive tasks because decisive visual evidence are small, localized, and easy to overlook, leading to failures in evidence readout even when high-level reasoning is intact. Prior inferenc

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