Minhyuk Sung

Tensor-Train Joint Modeling for Few-Step Discrete Diffusion

The first framework for explicit joint distribution modeling in discrete diffusion via tensor decomposition, which represents the conditional clean distribution as a low-rank tensor with controllable expressivity, is presented.