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cs.CV2025
Rethinking Metrics and Benchmarks of Video Anomaly Detection
Zihao Liu, Xiaoyu Wu, Wenna Li +2
Video Anomaly Detection (VAD), which aims to detect anomalies that deviate from expectation, has attracted increasing attention in recent years. Existing advancements in VAD primar…
cs.CV2025
Language-guided Open-world Video Anomaly Detection under Weak Supervision
Zihao Liu, Xiaoyu Wu, Jianqin Wu +2
Video anomaly detection (VAD) aims to detect anomalies that deviate from what is expected. In open-world scenarios, the expected events may change as requirements change. For examp…