GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation

Hugo Carlesso, Maria Eliza Patulea, Moncef Garouani +2

Mixup has become a popular augmentation strategy for image classification, yet its naive pixel-wise interpolation often produces unrealistic images that can hinder learning, partic…