Author

Mu Niu

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Preprint Aug 2026

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

The Intrinsic Hybrid Latent Latent Diffusion Model (ILDM) is introduced, a generative framework that integrates probabilistic dimensionality reduction with geometry-aware diffusion on unknown manifolds and significantly improves generation quality.

Yizhu Wang, Mu Niu, Xiaochen Yang · 0 citations