Generative Diffusion Models for Lattice Field Theory

6 November 2023

Papers citing "Generative Diffusion Models for Lattice Field Theory"

10 / 10 papers shown

Title
Physics-Conditioned Diffusion Models for Lattice Gauge Theory Qianteng Zhu Gert Aarts Wei Wang K. Zhou L. Wang 53 1 0 08 Feb 2025
Diffusion models learn distributions generated by complex Langevin dynamics Diaa E. Habibi Gert Aarts L. Wang K. Zhou DiffM 72 1 0 02 Dec 2024
On learning higher-order cumulants in diffusion models Gert Aarts Diaa E. Habibi L. Wang K. Zhou 26 4 0 28 Oct 2024
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 33 3 0 04 Oct 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 38 15 0 24 May 2024
Neural network representation of quantum systems Koji Hashimoto Yuji Hirono Jun Maeda Jojiro Totsuka-Yoshinaka 25 2 0 18 Mar 2024
Target Score Matching Valentin De Bortoli M. Hutchinson Peter Wirnsberger Arnaud Doucet DiffM 33 17 0 13 Feb 2024
Fixed point actions from convolutional neural networks Kieran Holland A. Ipp David I. Müller Urs Wenger 8 5 0 29 Nov 2023
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,296 0 02 Sep 2022
Score-based Generative Models for Calorimeter Shower Simulation Vinicius Mikuni Benjamin Nachman DiffM 27 75 0 17 Jun 2022