Universality of Gaussian-Mixture Reverse Kernels in Conditional Diffusion

Nafiz Ishtiaque, Syed Arefinul Haque, Kazi Ashraful Alam +1

We prove that conditional diffusion models whose reverse kernels are finite Gaussian mixtures with ReLU-network logits can approximate suitably regular target distributions arbitra…