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News/Learning to Look Again: Loss-Gap Supervision for Free-form Crop Routing in Vision-Language Models
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
—neutral

Learning to Look Again: Loss-Gap Supervision for Free-form Crop Routing in Vision-Language Models

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arXiv:2608.21762v2 Announce Type: replace-cross Abstract: Vision-language models (VLMs) fail many detail-centric questions for a concrete reason: the answer is visible in the image, yet lost after the image is compressed into a low-resolution global view. Allocating more visual tokens to every query

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