"manifold hypothesis" Papers

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Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion

Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri et al.

ICLR 2025arXiv:2410.05898
23
citations

When and how can inexact generative models still sample from the data manifold?

Nisha Chandramoorthy, Adriaan de Clercq

NEURIPS 2025arXiv:2508.07581

CW Complex Hypothesis for Image Data

Yi Wang, Zhiren Wang

ICML 2024

Interpreting and Improving Diffusion Models from an Optimization Perspective

Frank Permenter, Chenyang Yuan

ICML 2024arXiv:2306.04848
14
citations