The author proposes Stochastic Consistency Distillation (SCott) to accelerate text-to-image generation by integrating SDE solvers into consistency distillation, achieving high-quality outputs with minimal sampling steps.
Moving Average Sampling in Frequency domain (MASF) enhances stability in generative diffusion models by leveraging prior samples and frequency domain decomposition.