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News/Less is More: Label-Guided Efficient Summarization of Procedural and Instructional Videos
arxiv
PublishedOctober 15, 2026 at 4:00 AM

Less is More: Label-Guided Efficient Summarization of Procedural and Instructional Videos

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arXiv:2601.12243v3 Announce Type: replace-cross Abstract: Video summarization transforms long videos into concise representations that are easier to document and analyze, especially in high-stakes domains such as surgical training. However, long-form videos often require dense frame processing or su

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