Deterministic Discrete Denoising

Hideyuki Suzuki, Wataru Kurebayashi, Hiroshi Yamashita

We propose a deterministic denoising algorithm for discrete-state diffusion models. The key idea is to derandomize the generative reverse Markov chain by introducing a variant of t…