Non-Asymptotic Convergence of Discrete Diffusion Models: Masked and Random Walk dynamics

This research establishes the first non-asymptotic convergence guarantees for discrete diffusion models, introducing a novel Euler-type approximation scheme ...

Level: expert

By Giovanni Conforti, Alain Durmus, Le-Tuyet-Nhi Pham, Gael Raoul

Category: research