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Yan Luo

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Open access Aug 2026

HCDG: unified multiclass unsupervised anomaly detection with adaptive weighted combination and error-aware conditional denoising

Results suggest that the proposed denoising and guidance strategy not only preserves image-level discrimination but also yields more stable pixel-level localization under unified multi-class training.

Yan Luo, Hong-Yang Zhao, Jia-Yi Sun et al. · 0 citations

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