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Evaluating the design space of diffusion-based generative models
v1v2 (latest)

Evaluating the design space of diffusion-based generative models

Neural Information Processing Systems (NeurIPS), 2024
18 June 2024
Yuqing Wang
Ye He
Molei Tao
    DiffM
ArXiv (abs)PDFHTMLGithub

Papers citing "Evaluating the design space of diffusion-based generative models"

8 / 8 papers shown
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
Yiran Zhang
Weihang Xu
Mo Zhou
Maryam Fazel
S. S. Du
DiffM
255
0
0
27 Nov 2025
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
Lianghe Shi
Meng Wu
Huijie Zhang
Zekai Zhang
Molei Tao
Qing Qu
315
8
0
20 Sep 2025
Diffusion Generative Models Meet Compressed Sensing, with Applications to Imaging and Finance
Diffusion Generative Models Meet Compressed Sensing, with Applications to Imaging and Finance
Zhengyi Guo
Jiatu Li
Wenpin Tang
D. Yao
DiffMMedIm
296
0
0
04 Sep 2025
Lipschitz-Guided Design of Interpolation Schedules in Generative Models
Lipschitz-Guided Design of Interpolation Schedules in Generative Models
Yifan Chen
Eric Vanden-Eijnden
Jiawei Xu
DiffM
312
5
0
01 Sep 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach
Haoxuan Chen
Yinuo Ren
Martin Renqiang Min
Lexing Ying
Zachary Izzo
DiffMMedIm
541
15
0
04 Jun 2025
On the Interpolation Effect of Score Smoothing in Diffusion Models
On the Interpolation Effect of Score Smoothing in Diffusion Models
Zhengdao Chen
DiffM
481
6
0
26 Feb 2025
Presto! Distilling Steps and Layers for Accelerating Music Generation
Presto! Distilling Steps and Layers for Accelerating Music GenerationInternational Conference on Learning Representations (ICLR), 2024
Cheng-i Wang
Ge Zhu
Jonah Casebeer
Julian McAuley
Taylor Berg-Kirkpatrick
Nicholas J. Bryan
488
18
0
07 Oct 2024
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical TutorialStatistics Survey (Stat. Surv.), 2024
Wenpin Tang
Hanyang Zhao
DiffM
521
45
0
12 Feb 2024
1
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