Huanjian Zhou

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

Yu Yao, Huanjian Zhou, Andi Han, Wei Huang, Masashi Sugiyama

Discrete diffusion models are widely used for learning and generating discrete distributions. As the generation process is inherently sequential, the acceleration of sampling is of significant importance. In this work, we parallelize the mainstream $τ$-leaping algorithm for absor…Read more