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Statistical Guarantees of Group-Invariant GANs

Statistical Guarantees of Group-Invariant GANs

22 May 2023
Ziyu Chen
M. Katsoulakis
Luc Rey-Bellet
Wei-wei Zhu
ArXivPDFHTML

Papers citing "Statistical Guarantees of Group-Invariant GANs"

3 / 3 papers shown
Title
Equivariant score-based generative models provably learn distributions
  with symmetries efficiently
Equivariant score-based generative models provably learn distributions with symmetries efficiently
Ziyu Chen
M. Katsoulakis
Benjamin J. Zhang
DiffM
17
2
0
02 Oct 2024
Structure Preserving Diffusion Models
Structure Preserving Diffusion Models
Haoye Lu
S. Szabados
Yaoliang Yu
DiffM
46
3
0
29 Feb 2024
A General Theory of Equivariant CNNs on Homogeneous Spaces
A General Theory of Equivariant CNNs on Homogeneous Spaces
Taco S. Cohen
Mario Geiger
Maurice Weiler
MLT
AI4CE
143
289
0
05 Nov 2018
1