Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups

Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups

25 May 2024

Lingkai Kong

Evangelos A. Theodorou

Papers citing "Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups"

6 / 6 papers shown

Title
Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity Z. Liu Wei Zhang Tiejun Li DiffM 19 0 0 15 May 2025
Generative Modeling on Lie Groups via Euclidean Generalized Score Matching Marco Bertolini Tuan Le Djork-Arné Clevert DiffM 86 0 0 04 Feb 2025
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images Sichen Zhu Yuchen Zhu Molei Tao Peng-Chao Qiu MedIm 31 1 0 28 Jan 2025
Convergence of Kinetic Langevin Monte Carlo on Lie groups Lingkai Kong Molei Tao AI4CE 21 5 0 18 Mar 2024
Matching Normalizing Flows and Probability Paths on Manifolds Heli Ben-Hamu Samuel N. Cohen Joey Bose Brandon Amos Aditya Grover Maximilian Nickel Ricky T. Q. Chen Y. Lipman 52 39 0 11 Jul 2022
Riemannian Score-Based Generative Modelling Valentin De Bortoli Emile Mathieu M. Hutchinson James Thornton Yee Whye Teh Arnaud Doucet DiffM 222 164 0 06 Feb 2022