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A Diffusion-Based Framework for Multi-Class Anomaly Detection

Published in Proceedings of the AAAI Conference on Artificial Intelligence • Mar 24, 2024
Authors:
Haoyang He
,
Jiangning Zhang
,
Hongxu Chen

Abstract

Reconstruction-based approaches have achieved remarkable outcomes in anomaly detection. The exceptional image reconstruction capabilities of recently popular diffusion models have sparked research efforts to utilize them for enhanced reconstruction of anomalous images. Nonetheless, these methods mig...

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