Author

Andrea Cavallaro

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Jul 2026

Context-structured Video Anomaly Detection with Large Vision-Language Models

Experiments on UCF-Crime and UBnormal show that CSI-VAD consistently improves over the direct holistic baseline and achieves competitive performance against existing methods, showing the advantage of structured context decomposition for training-free video anomaly detection.

Dongjun Kim, Changjae Oh, Andrea Cavallaro et al. · arXiv.org · 0 citations