Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Cheng Lu, Yang Song

Consistency models (CMs) are a powerful class of diffusion-based generative models optimized for fast sampling. Most existing CMs are trained using discretized timesteps, which int…