Asymptotic Guarantees for Learning Generative Models with the
Sliced-Wasserstein Distance

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance

11 June 2019

Papers citing "Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance"

16 / 16 papers shown

Title
Max-Sliced Wasserstein Distance and its use for GANs Ishani Deshpande Yuan-Ting Hu Ruoyu Sun A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Zhizhen Zhao David A. Forsyth Alex Schwing GAN 20 200 0 11 Apr 2019
Sliced Wasserstein Generative Models Jiqing Wu Zhiwu Huang Dinesh Acharya Wen Li Janine Thoma D. Paudel Luc Van Gool DiffM 113 126 0 10 Apr 2019
Generalized Sliced Wasserstein Distances Soheil Kolouri Kimia Nadjahi Umut Simsekli Roland Badeau Gustavo K. Rohde 30 296 0 01 Feb 2019
Subspace Robust Wasserstein Distances François-Pierre Paty Marco Cuturi 104 151 0 25 Jan 2019
Sinkhorn AutoEncoders Giorgio Patrini Rianne van den Berg Patrick Forré M. Carioni Samarth Bhargav Max Welling Tim Genewein Frank Nielsen DiffM 27 89 0 02 Oct 2018
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions Antoine Liutkus Umut Simsekli Szymon Majewski Alain Durmus Fabian-Robert Stöter DiffM 75 122 0 21 Jun 2018
Banach Wasserstein GAN J. Adler Sebastian Lunz GAN 37 220 0 18 Jun 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang Alex Schwing GAN 41 223 0 29 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 138 2,133 0 01 Mar 2018
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 99 1,049 0 05 Nov 2017
GAN and VAE from an Optimal Transport Point of View Aude Genevay Gabriel Peyré Marco Cuturi OT DRL 51 63 0 06 Jun 2017
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 114 625 0 01 Jun 2017
Approximation and Convergence Properties of Generative Adversarial Learning Shuang Liu Olivier Bousquet Kamalika Chaudhuri 28 137 0 24 May 2017
From optimal transport to generative modeling: the VEGAN cookbook Olivier Bousquet Sylvain Gelly Ilya O. Tolstikhin Carl-Johann Simon-Gabriel B. Schoelkopf OT 41 147 0 22 May 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 813 149,474 0 22 Dec 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 133 4,210 0 04 Jun 2013