Cog-VADU: A Training-Free Cognitive Reasoning Framework for Video Anomaly Detection and Understanding.

arXiv:2610.01754v1 Announce Type: cross Abstract: Video Anomaly Detection (VAD) aims to temporally localize abnormal events in videos. Most existing approaches rely on dataset-specific training and curated annotations, limiting generalization in open-set scena