Renxiang Huang

Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models

Discrete state space diffusion models have shown significant advantages in applications involving discrete data, such as text and image generation. It has also been observed that their performance is highly sensitive to the choice of rate matrices, particularly between uniform and absorbing rate mat…