Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry

Yong-Hyun Park, Mingi Kwon, Jaewoong Choi +2

Despite the success of diffusion models (DMs), we still lack a thorough understanding of their latent space. To understand the latent space ${\mathbf{x}}_t\in \mathcal{X}$, we analy…