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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

Parallel Optimal Transport GAN CVPR 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019
Estimating Convergence of Markov chains with L-Lag Couplings NIPS 2019
The Randomized Midpoint Method for Log-Concave Sampling NIPS 2019
A Primal-Dual link between GANs and Autoencoders NIPS 2019
Multivariate Distributionally Robust Convex Regression under Absolute Error Loss NIPS 2019
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NIPS 2019
Concentration of risk measures: A Wasserstein distance approach NIPS 2019
Multi-marginal Wasserstein GAN NIPS 2019
Sliced Gromov-Wasserstein NIPS 2019
Orthogonal Estimation of Wasserstein Distances AISTATS 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NIPS 2018
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models NIPS 2018
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NIPS 2018
A Convex Duality Framework for GANs NIPS 2018
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance COLT 2018
Underdamped Langevin MCMC: A non-asymptotic analysis COLT 2018
On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning IJCAI 2018
Stochastic Wasserstein Barycenters ICML 2018
Which Training Methods for GANs do actually Converge? ICML 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018