
ContriMix introduces a domain label-free stain color augmentation method based on DRIT++, enhancing model performance in digital pathology. By leveraging sample stain color variation and random mixing, ContriMix generates synthetic images to improve classifier performance.


coremsg

contrimix-scalable-stain-color-augmentation-for-domain-generalization-in-digital-pathology


ContriMix: Scalable Stain Color Augmentation for Domain Generalization in Digital Pathology


title_rewrite


ContriMix is a novel domain label-free stain color augmentation method that outperforms competing methods on the Camelyon17-WILDS dataset, improving model performance and generalization in digital pathology.



ContriMix introduces a domain label-free stain color augmentation method for digital pathology, outperforming existing methods on the Camelyon17-WILDS dataset.
