MoG-VLM: Efficient Video Anomaly Detection through Motion-Guided Vision-Language Models.

arXiv:2610.31478v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) have shown strong potential for video anomaly detection, but dense frame-level inference makes them impractical for real-time deployment. Existing acceleration commonly relies on u