Score Mismatch and Set-Constrained Sampling in Zero-Shot Conditional Discrete Diffusion

Discrete diffusion models have become a powerful framework for modeling complex discrete distributions across a range of applications. While theoretical convergence guarantees depend on consistency between the target and training distributions, such a case rarely holds in practice, making score mism