Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation

Youngjoong Kim, Duhoe Kim, Woosung Kim +1

Consistency models have been proposed for fast generative modeling, achieving results competitive with diffusion and flow models. However, these methods exhibit inherent instabilit…