cs.AI, cs.LG, stat.ML

On Variance Reduction in Learning Mean Flows

arXiv:2605.09235v1 Announce Type: cross
Abstract: One-step generative modeling has emerged as a leading approach to amortize the inference cost of diffusion and flow-matching models. Among distillation-free methods, MeanFlow training is notoriously un…