ExDD: Explicit Dual Distribution Learning for Surface Defect Detection via Diffusion Synthesis

Muhammad Aqeel, Federico Leonardi, Francesco Setti

Industrial defect detection systems face critical limitations when confined to one-class anomaly detection paradigms, which assume uniform outlier distributions and struggle with d…