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wasserstein distance

417 papers

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Also known as

W WASSERSTEIN WD

Co-occurring keywords

optimal transport (945) generative adversarial network (1939) distributionally robust optimization (183) generative model (2889) domain adaptation (4578) generalization bound (649) image generation (2069) markov chain monte carlo (724) neural network (6616) variational inference (2069)

Papers

Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NIPS 2018
Learning semantic similarity in a continuous space NIPS 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018
Nonparametric Density Estimation under Adversarial Losses NIPS 2018
Wasserstein Variational Inference NIPS 2018
Minimax Statistical Learning with Wasserstein distances NIPS 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NIPS 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NIPS 2018
Banach Wasserstein GAN NIPS 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport NIPS 2018
Wasserstein Distributionally Robust Kalman Filtering NIPS 2018
Wasserstein Introspective Neural Networks CVPR 2018
Computing Kantorovich-Wasserstein Distances on $d$-dimensional histograms using $(d+1)$-partite graphs NIPS 2018
A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
First Order Generative Adversarial Networks ICML 2018
Stochastic Variance-Reduced Hamilton Monte Carlo Methods ICML 2018
ST-GAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks ACML 2017
Quantifying the accuracy of approximate diffusions and Markov chains AISTATS 2017
Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017
Sliced Wasserstein Kernel for Persistence Diagrams ICML 2017
A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction CORL 2017
Wasserstein Generative Adversarial Networks ICML 2017
Wasserstein Learning of Deep Generative Point Process Models NIPS 2017