ScDiVa: Masked Discrete Diffusion for Joint Modeling of Single-Cell Identity and Expression

Mingxuan Wang, Cheng Chen, Gaoyang Jiang +4

Single-cell RNA-seq profiles are high-dimensional, sparse, and unordered, causing autoregressive generation to impose an artificial ordering bias and suffer from error accumulation…