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News/Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling

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arXiv:2511.10866v2 Announce Type: replace-cross Abstract: This paper proposes a Short-Window Sliding Learning framework for real-time violence detection in CCTV footages. Unlike conventional long-video training approaches, the proposed method divides videos into 1-2 second clips and applies Large La

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