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Oct 2026

Bidirectional Condition-Guided Denoising Diffusion Model for Industrial Anomaly Detection.

Unsupervised anomaly detection (UAD) is crucial in industrial applications, and condition-guided denoising diffusion models (DDMs) have attracted increasing attention because of their strong reconstruction capabilities. However, existing guidance conditions do not effectively decouple the reconstruction requirements of...

Li-Wei Wang, Jin-Hai Liu, Hua-Guang Zhang et al. · 0 citations

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