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Unifying GANs and Score-Based Diffusion as Generative Particle Models
v1v2v3 (latest)

Unifying GANs and Score-Based Diffusion as Generative Particle Models

25 May 2023
Jean-Yves Franceschi
Mike Gartrell
Ludovic Dos Santos
Thibaut Issenhuth
Emmanuel de Bezenac
Mickaël Chen
A. Rakotomamonjy
    DiffM
ArXiv (abs)PDFHTML

Papers citing "Unifying GANs and Score-Based Diffusion as Generative Particle Models"

6 / 6 papers shown
Title
Training Latent Diffusion Models with Interacting Particle Algorithms
Training Latent Diffusion Models with Interacting Particle Algorithms
Tim Y. J. Wang
Juan Kuntz
O. Deniz Akyildiz
118
0
0
18 May 2025
Improved Distribution Matching Distillation for Fast Image Synthesis
Improved Distribution Matching Distillation for Fast Image Synthesis
Tianwei Yin
Michael Gharbi
Taesung Park
Richard Zhang
Eli Shechtman
Frédo Durand
William T. Freeman
DiffM
143
127
0
23 May 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
David Geissbühler
Hatef Otroshi-Shahreza
S´ebastien Marcel
DiffM
97
6
0
30 Apr 2024
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance
Ilana Sebag
Muni Sreenivas Pydi
Jean-Yves Franceschi
Alain Rakotomamonjy
Mike Gartrell
Jamal Atif
Alexandre Allauzen
109
3
0
13 Dec 2023
On the Design Fundamentals of Diffusion Models: A Survey
On the Design Fundamentals of Diffusion Models: A Survey
Ziyi Chang
George Alex Koulieris
Hyung Jin Chang
Hubert P. H. Shum
DiffM
183
56
0
07 Jun 2023
Generative Modeling with Flow-Guided Density Ratio Learning
Generative Modeling with Flow-Guided Density Ratio Learning
Alvin Heng
Abdul Fatir Ansari
Harold Soh
60
1
0
07 Mar 2023
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