Neural Sinkhorn Gradient Flow

Neural Sinkhorn Gradient Flow

25 January 2024

Fangyikang Wang

Chao Zhang

Hui Qian

Papers citing "Neural Sinkhorn Gradient Flow"

13 / 13 papers shown

Title
Variational Wasserstein gradient flow JiaoJiao Fan Qinsheng Zhang Amirhossein Taghvaei Yongxin Chen 105 56 0 04 Dec 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks David Alvarez-Melis Yair Schiff Youssef Mroueh 56 54 0 01 Jun 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 61 149 0 05 Mar 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 262 6,293 0 26 Nov 2020
Sinkhorn Barycenter via Functional Gradient Descent Zebang Shen Zhenfu Wang Alejandro Ribeiro Hamed Hassani 26 10 0 20 Jul 2020
End-to-end Sinkhorn Autoencoder with Noise Generator Kamil Deja Jan Dubiñski Piotr W. Nowak S. Wenzel Tomasz Trzciñski SyDa 32 22 0 11 Jun 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 163 3,803 0 12 Jul 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 45 524 0 18 Oct 2018
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Will Grathwohl Ricky T. Q. Chen J. Bettencourt Ilya Sutskever David Duvenaud DRL 55 861 0 02 Oct 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 130 2,133 0 01 Mar 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 260 611 0 22 Sep 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 366 8,999 0 10 Jun 2016
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 131 4,210 0 04 Jun 2013