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wasserstein distance

417 papers

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Also known as

TW W2 W2 OR WD SW W WASSERSTEIN W1 WD WGAN WGAN-GP

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

Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval CVPR 2017
Improved Training of Wasserstein GANs NIPS 2017
Multilevel Clustering via Wasserstein Means ICML 2017
Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent COLT 2017
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering ACL 2017
Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo COLT 2017
On the Ability of Neural Nets to Express Distributions COLT 2017
Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016
Wasserstein Training of Restricted Boltzmann Machines NIPS 2016
Shape Analysis With Hyperbolic Wasserstein Distance CVPR 2016
Statistical Topological Data Analysis using Persistence Landscapes JMLR 2015
Learning with a Wasserstein Loss NIPS 2015
A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015
Distributionally Robust Logistic Regression NIPS 2015
UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints CVPR 2015
Wasserstein Propagation for Semi-Supervised Learning ICML 2014
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013