Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models

Dang Nguyen, Jiping Li, Jinghao Zheng +1

Synthetically augmenting training datasets with diffusion models has become an effective strategy for improving the generalization of image classifiers. However, existing approache…