Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models

Sobhan Hemati, Mahdi Beitollahi, Amir Hossein Estiri +3

Despite the huge effort in developing novel regularizers for Domain Generalization (DG), adding simple data augmentation to the vanilla ERM which is a practical implementation of t…