video anomaly detection

6 papers

• Do LVLMs Truly Understand Video Anomalies? Revealing Hallucination via Co-Occurrence Patterns
• Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly Detection
• MoniTor: Exploiting Large Language Models with Instruction for Online Video Anomaly Detection
• PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
• VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree
• Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought