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Convergence of score-based generative modeling for general data
  distributions

Convergence of score-based generative modeling for general data distributions

26 September 2022
Holden Lee
Jianfeng Lu
Yixin Tan
    DiffM
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Papers citing "Convergence of score-based generative modeling for general data distributions"

4 / 4 papers shown
Title
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution
Gen Li
Yuchen Jiao
2
0
0
02 May 2025
Closed-Form Diffusion Models
Closed-Form Diffusion Models
Christopher Scarvelis
Haitz Sáez de Ocáriz Borde
Justin Solomon
DiffM
60
9
0
19 Oct 2023
Sampling is as easy as learning the score: theory for diffusion models
  with minimal data assumptions
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen
Sinho Chewi
Jungshian Li
Yuanzhi Li
Adil Salim
Anru R. Zhang
DiffM
102
167
0
22 Sep 2022
Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence
Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence
Murat A. Erdogdu
Rasa Hosseinzadeh
Matthew Shunshi Zhang
63
34
0
22 Jul 2020
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