Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances

31 January 2024

Papers citing "Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances"

5 / 5 papers shown

Title
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 114 0 0 02 May 2025
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 113 9 0 04 Oct 2024
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 150 1 0 01 Sep 2024
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors Émile Pierret Bruno Galerne DiffM 100 3 0 23 May 2024
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial Wenpin Tang Hanyang Zhao DiffM 122 27 0 12 Feb 2024