$\text{Revelio}$: Interpreting and leveraging semantic information in diffusion models

Dahye Kim, Xavier Thomas, Deepti Ghadiyaram

We study $\text{how}$ rich visual semantic information is represented within various layers and denoising timesteps of different diffusion architectures. We uncover monosemantic…