"denoising score matching" Papers

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Generalization through variance: how noise shapes inductive biases in diffusion models

John Vastola

ICLR 2025arXiv:2504.12532
18
citations

Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models

Ludwig Winkler, Lorenz Richter, Manfred Opper

ICML 2024arXiv:2405.03549
6
citations

Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Kaiwen Xue, Yuhao Zhou, Shen Nie et al.

ICML 2024arXiv:2404.15766
25
citations

What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions

raghav singhal, Mark Goldstein, Rajesh Ranganath

ICML 2024arXiv:2407.07998
8
citations