Physics-Grounded Adversarial Stain Augmentation with Calibrated Coverage Guarantees
arXiv:2605.13889v1 Announce Type: cross
Abstract: Stain variation across hospitals degrades histopathology models at deployment. Existing augmentation methods perturb color spaces with arbitrary hyperparameters, lacking both a principled budget and co…