Low-dimensional adaptation of diffusion models: Convergence in total variation

v1v2 (latest)

Low-dimensional adaptation of diffusion models: Convergence in total variation

22 January 2025

ArXiv (abs)PDF HTML

Papers citing "Low-dimensional adaptation of diffusion models: Convergence in total variation"

4 / 4 papers shown

Title
Sample Complexity of Diffusion Model Training Without Empirical Risk Minimizer Access Mudit Gaur Prashant Trivedi Sasidhar Kunapuli Amrit Singh Bedi Vaneet Aggarwal 37 0 0 23 May 2025
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 119 1 0 06 May 2025
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures Gen Li Changxiao Cai Yuting Wei DiffM 82 1 0 07 Apr 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 189 1 0 09 Feb 2025