2026
On the Separability of Information in Diffusion Models
ICML 2026poster
Diffusion models transform noise into data by injecting information that was captured in their neural network during the training phase. In this paper we ask: \textit{what} is this information? We find that, in pixel-space diffusion models, (1) a large fraction of the total information in the neural…