Stochastic Forward-Backward Deconvolution: Training Diffusion Models with Finite Noisy Datasets

Haoye Lu, Qifan Wu, Yaoliang Yu

Recent diffusion-based generative models achieve remarkable results by training on massive datasets, yet this practice raises concerns about memorization and copyright infringement…