DiffusionAD : Norm-Guided One-Step Denoising Diffusion for Anomaly Detection

Anomaly detection has garnered extensive applications in real industrial manufacturing due to its remarkable effectiveness and efficiency. However, previous generative-based models have been limited by suboptimal reconstruction quality, hampering their overall performance. We introduce DiffusionAD,...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 15. Mai
Auteur principal:	Zhang, Hui (Auteur)
Autres auteurs:	Wang, Zheng, Zeng, Dan, Wu, Zuxuan, Jiang, Yu-Gang
Format:	Article en ligne
Langue:	English
Publié:	2025
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article