Structure-preserving GANs

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Structure-preserving GANs

2 February 2022

Jeremiah Birrell

Markos A. Katsoulakis

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Papers citing "Structure-preserving GANs"

13 / 13 papers shown

Title
Proximal optimal transport divergences Ricardo Baptista Panagiota Birmpa Markos A. Katsoulakis Luc Rey-Bellet Benjamin J. Zhang OT 89 0 0 17 May 2025
Equivariant score-based generative models provably learn distributions with symmetries efficiently Ziyu Chen Markos A. Katsoulakis Benjamin J. Zhang DiffM 72 2 0 02 Oct 2024
Combining Wasserstein-1 and Wasserstein-2 proximals: robust manifold learning via well-posed generative flows Hyemin Gu Markos A. Katsoulakis Luc Rey-Bellet Benjamin J. Zhang 103 3 0 16 Jul 2024
Structure Preserving Diffusion Models Haoye Lu S. Szabados Yaoliang Yu DiffM 87 2 0 29 Feb 2024
Sample Complexity Bounds for Estimating Probability Divergences under Invariances B. Tahmasebi Stefanie Jegelka 114 6 0 06 Nov 2023
Monotone Generative Modeling via a Gromov-Monge Embedding Wonjun Lee Yifei Yang Dongmian Zou Gilad Lerman GAN 99 2 0 02 Nov 2023
Statistical Guarantees of Group-Invariant GANs Ziyu Chen Markos A. Katsoulakis Luc Rey-Bellet Wei-wei Zhu 257 2 0 22 May 2023
Sample Complexity of Probability Divergences under Group Symmetry Ziyu Chen Markos A. Katsoulakis Luc Rey-Bellet Weixia Zhu 127 10 0 03 Feb 2023
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset Yiping Jiao Jeroen van der Laak Shadi Albarqouni Zhang Li T. Tan ... S. Khurram Thomas P. Watson Nasir M. Rajpoot M. Veta F. Ciompi 65 8 0 16 Jan 2023
Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data Hyemin Gu Panagiota Birmpa Yannis Pantazis Luc Rey-Bellet Markos A. Katsoulakis 103 2 0 31 Oct 2022
Function-space regularized Rényi divergences Jeremiah Birrell Yannis Pantazis P. Dupuis Markos A. Katsoulakis Luc Rey-Bellet 101 7 0 10 Oct 2022
Deep Invertible Approximation of Topologically Rich Maps between Manifolds Michael Puthawala Matti Lassas Ivan Dokmanić Pekka Pankka Maarten V. de Hoop MedIm 70 0 0 02 Oct 2022
Sampling using $SU(N)$ gauge equivariant flows D. Boyda G. Kanwar S. Racanière Danilo Jimenez Rezende M. S. Albergo Kyle Cranmer D. Hackett P. Shanahan 94 129 0 12 Aug 2020