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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

Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019
Wasserstein Fair Classification UAI 2019
A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019
A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization ICML 2019
Learning to Match via Inverse Optimal Transport JMLR 2019
Deep Geometric Prior for Surface Reconstruction CVPR 2019
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NIPS 2019
Tree-Sliced Variants of Wasserstein Distances NIPS 2019
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond NIPS 2019
Differentially Private Optimal Transport: Application to Domain Adaptation IJCAI 2019
Quantum Wasserstein Generative Adversarial Networks NIPS 2019
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees AISTATS 2019
Sinkhorn AutoEncoders UAI 2019
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters NIPS 2019
Wasserstein Dependency Measure for Representation Learning NIPS 2019
Massively scalable Sinkhorn distances via the Nyström method NIPS 2019
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates NIPS 2019
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers JMLR 2019
Wasserstein GAN With Quadratic Transport Cost ICCV 2019
Order-Preserving Wasserstein Discriminant Analysis ICCV 2019
Wasserstein of Wasserstein Loss for Learning Generative Models ICML 2019
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations ICML 2019
Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets AAAI 2019
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning AAAI 2019
3D Volumetric Modeling with Introspective Neural Networks AAAI 2019