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.