Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach
Integrating Maximum Mean Discrepancy and Optimal Transport

Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach Integrating Maximum Mean Discrepancy and Optimal Transport

26 August 2023

Papers citing "Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach Integrating Maximum Mean Discrepancy and Optimal Transport"

14 / 14 papers shown

Title
Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows G. Morel Lucas Drumetz Simon Benaïchouche Nicolas Courty F. Rousseau OT 44 6 0 22 Sep 2022
Sliced-Wasserstein normalizing flows: beyond maximum likelihood training Florentin Coeurdoux N. Dobigeon P. Chainais TPM 22 6 0 12 Jul 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 134 30,021 0 01 Mar 2022
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows Jie An Siyu Huang Yibing Song Dejing Dou Wei Liu Jiebo Luo 51 192 0 31 Mar 2021
Universal Approximation of Residual Flows in Maximum Mean Discrepancy Zhifeng Kong Kamalika Chaudhuri UQCV 18 5 0 10 Mar 2021
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 133 1,662 0 05 Dec 2019
Density Matching for Bilingual Word Embedding Chunting Zhou Xuezhe Ma Di Wang Graham Neubig 39 39 0 04 Apr 2019
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
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 203 3,110 0 09 Jul 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 225 5,024 0 19 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 127 2,133 0 01 Mar 2018
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 87 3,005 0 19 Oct 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 128 9,509 0 31 Mar 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 116 223 0 06 Mar 2017