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arxiv_cs_ai · Aug 25, 2026 · paper

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Strictly Causal Streaming Video Anomaly Detection with a Theoretically-Grounded State-Space Core

arxiv.orgAug 25, 2026
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In brief

Recent work has applied Mamba style state space models (SSMs) to video anomaly detection, yet existing approaches still rely on buffering clips or windows internally, lack a theoretical account of how temporal memory...

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Strictly Causal Streaming Video Anomaly Detection with a Theoretically-Grounded State-Space Core

Earlier in this thread 2 items

Robustness of Anomaly Detection Models for Industrial Control Systems under Training-Time Data Contamination

RAD: Rule-Augmented Relational Anomaly Detection