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Complexity-Aware Surgical Video Reasoning Segmentation with Digital Twin and Context Memory

arXiv:2610.28776v1 Announce Type: new Abstract: Conventional surgical segmentation relies on closed-set categories or explicit text queries, which cannot resolve implicit queries that require reasoning about workflows, instrument functions, and temporal relationships. To address these limitations,…

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  1. 2026-10-22 04:00 · arXiv cs.CV
    Complexity-Aware Surgical Video Reasoning Segmentation with Digital Twin and Context Memory

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