Intrinsic-Hybrid Latent Diffusion Models for Generative Modeling on Unknown Manifolds

Yizhu Wang, Mu Niu, Xiaochen Yang

We introduce the Intrinsic Hybrid Latent Diffusion Model (ILDM), a generative framework that integrates probabilistic dimensionality reduction with geometry-aware diffusion on unkn…