On the Error-Correcting Effects of Stochasticity in Discrete Diffusion

William Yuan, Sungwon Jeong, Amirali Aghazadeh

Discrete diffusion models achieve strong performance in text and image generation, but their inference remains slow and must inherently balance sampling efficiency and sample quali…