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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

Understanding Gradient Clipping in Private SGD: A Geometric Perspective NIPS 2020
Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training CVPR 2020
Stochastic Optimization for Regularized Wasserstein Estimators ICML 2020
Ratio Trace Formulation of Wasserstein Discriminant Analysis NIPS 2020
Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020
Convergence Rate of Optimal Quantization and Application to the Clustering Performance of the Empirical Measure JMLR 2020
Approximate Inference with Wasserstein Gradient Flows AISTATS 2020
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NIPS 2019
Estimation of smooth densities in Wasserstein distance COLT 2019
Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019
Large-scale optimal transport map estimation using projection pursuit NIPS 2019
Wasserstein Weisfeiler-Lehman Graph Kernels NIPS 2019
Discriminator optimal transport NIPS 2019
GOT: An Optimal Transport framework for Graph comparison NIPS 2019
A Principled Approach for Learning Task Similarity in Multitask Learning IJCAI 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances ICML 2019
Subspace Robust Wasserstein Distances ICML 2019
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs ICML 2019
Ornstein Auto-Encoders IJCAI 2019
Three-Player Wasserstein GAN via Amortised Duality IJCAI 2019
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators IJCAI 2019
Conservative Wasserstein Training for Pose Estimation ICCV 2019
Normalized Wasserstein for Mixture Distributions With Applications in Adversarial Learning and Domain Adaptation ICCV 2019
FRAME Revisited: An Interpretation View Based on Particle Evolution AAAI 2019