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arXiv cs.CV · Papers

Be Tangential to Manifold: Discovering Riemannian Metric for Diffusion Models

arXiv:2510.05509v3 Announce Type: replace Abstract: Diffusion models are powerful deep generative models, but unlike classical models, they lack an explicit low-dimensional latent space that parameterizes the data manifold. This absence makes it difficult to perform manifold-aware operations, such as geometrically fait