Jae Myung Kim*

DataDream: Few-shot Guided Dataset Generation

"While text-to-image diffusion models have been shown to achieve state-of-the-art results in image synthesis, they have yet to prove their effectiveness in downstream applications. Previous work has proposed to generate data for image classifier training given limited real data access. However, thes…