Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought — Paper…

Huang, C., Wang, B., Wang, W., Wen, J., Liu, C., Shen, L., & Cao, X. (2026). Vad-r1: Towards video anomaly reasoning via…