DDPM Score Matching and Distribution Learning

Sinho Chewi, Alkis Kalavasis, Anay Mehrotra +1

Score estimation is the backbone of score-based generative models (SGMs), especially denoising diffusion probabilistic models (DDPMs). A key result in this area shows that with acc…