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Guan-Song Pang

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Preprint Sep 2026

AnomalyCraft-700K: Component-Level Controllable and Verifiable Synthetic Anomalies for Fine-Grained Video Anomaly Understanding

Progress in video anomaly understanding (VAU) has long been limited by inherent deficiencies of real-world anomaly videos, which are hard to collect and offer little control over their content. Synthetic anomaly approaches partially alleviate data scarcity, yet their generation remains largely controlled at the categor...

Yu-Zhou Long, Haodong Zhang, Yun-Peng Yang et al. · 0 citations

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