Efficient Zero-Shot Video Anomaly Detection via Signal-Aware Adaptive Fusion (SAAF).

arXiv:2610.32486v1 Announce Type: cross Abstract: Deploying Vision-Language Models for video anomaly detection confronts a fundamental constraint. Their semantic reasoning demands computational budgets incompatible with the scale of real-world video streams. W