Khawar Islam

DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models

Recently a number of image-mixing-based augmentation techniques have been introduced to improve the generalization of deep neural networks. In these techniques two or more randomly selected natural images are mixed together to generate an augmented image. Such methods may not only omit important por…