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News/VAMR: Multi-Question Agentic Reasoning for Efficient Long-Form Video Understanding
arxiv
PublishedOctober 9, 2026 at 4:00 AM

VAMR: Multi-Question Agentic Reasoning for Efficient Long-Form Video Understanding

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arXiv:2610.11171v1 Announce Type: cross Abstract: Long-form video understanding often involves multiple questions about different aspects of the same recording. Yet existing video agents typically process each question through an isolated tool-use trajectory. This repeatedly restarts video explorati

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