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ZUMA: Training-free Zero-shot Unified Multimodal Anomaly Detection

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Multimodal anomaly detection (MAD) aims to exploit both texture and spatial attributes to identify deviations from normal patterns in complex scenarios. However, zero-shot (ZS) settings arising from privacy concerns or confidentiality constraints present signi... ...