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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

Integral Probability Metrics PAC-Bayes Bounds NIPS 2022
Robust Probabilistic Time Series Forecasting AISTATS 2022
Generalization Bounds via Convex Analysis COLT 2022
All You Need is a Good Functional Prior for Bayesian Deep Learning JMLR 2022
Efficient Sampling on Riemannian Manifolds via Langevin MCMC NIPS 2022
Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022
Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022
Intrinsic Dimension Estimation Using Wasserstein Distance JMLR 2022
Optimally Controllable Perceptual Lossy Compression ICML 2022
High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022
Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022
Online Learning to Transport via the Minimal Selection Principle COLT 2022
Adversarially Robust Kernel Smoothing AISTATS 2022
Variance Minimization in the Wasserstein Space for Invariant Causal Prediction AISTATS 2022
Fast Distributionally Robust Learning with Variance-Reduced Min-Max Optimization AISTATS 2022
A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022
Truly Deterministic Policy Optimization NIPS 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification AISTATS 2021
Backdoor Attack with Imperceptible Input and Latent Modification NIPS 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement INTERSPEECH 2021
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization CVPR 2021