Ambient Dataloops: Generative Models for Dataset Refinement

Adrián Rodríguez-Muñoz, William Daspit, Adam Klivans +3

We propose Ambient Dataloops, an iterative framework for refining datasets that makes it easier for diffusion models to learn the underlying data distribution. Modern datasets cont…