AI RESEARCH

A Unification of Discrete, Gaussian, and Simplicial Diffusion

arXiv CS.LG

ArXi:2512.15923v2 Announce Type: replace To model discrete sequences such as DNA, proteins, and language using diffusion, practitioners must choose between three major methods: diffusion in discrete space, Gaussian diffusion in Euclidean space, or diffusion on the simplex.