2025 "low-dimensional manifold structure" Papers

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A solvable model of learning generative diffusion: theory and insights

Hugo Cui, Cengiz Pehlevan, Yue Lu

NEURIPS 2025posterarXiv:2501.03937
5
citations

Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation

Rong Tang, Lizhen Lin, Yun Yang

ICLR 2025posterarXiv:2409.20124
4
citations