Multistep Distillation of Diffusion Models via Moment Matching

Multistep Distillation of Diffusion Models via Moment Matching

6 June 2024

Tim Salimans

Emiel Hoogeboom

Papers citing "Multistep Distillation of Diffusion Models via Moment Matching"

12 / 12 papers shown

Title
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 58 0 0 02 May 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 92 4 0 12 Mar 2025
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 303 7 0 25 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 102 3 0 18 Oct 2024
Semi-Implicit Denoising Diffusion Models (SIDDMs) Yanwu Xu Min Gong Shaoan Xie Wei Wei Matthias Grundmann Kayhan Batmanghelich Tingbo Hou DiffM 35 12 0 21 Jun 2023
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 52 107 0 22 Dec 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 63 3,786 0 26 Jul 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 106 30,021 0 01 Mar 2022
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 60 544 0 15 Dec 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 248 6,293 0 26 Nov 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 140 3,803 0 12 Jul 2019
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 346 8,999 0 10 Jun 2016