CRNDiff: Count-Native Diffusion Framework via Chemical Reaction Networks

Yuxuan Qiu, Praful Gagrani, Tetsuya J Kobayashi

Scientific measurements such as single-cell RNA (scRNA) sequencing often take the form of nonnegative integer counts, whereas continuous-state diffusion models approximate this dis…