Author

Satoshi Hashimoto

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Preprint Aug 2026

MuST-VAD: Mutual Structured Learning for Video Anomaly Detection

In this paper, we propose MuST-VAD, a mutual structured learning framework for weakly supervised video anomaly detection (VAD) in which an anomaly detector and a large vision-language model (LVLM) exchange their acquired knowledge. Detectors in weakly supervised VAD learn anomaly scores from features extracted by a fix...

Satoshi Hashimoto, Hitoshi Nishimura, Mori Kurokawa · 0 citations