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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

Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance NIPS 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NIPS 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022
Flexible Accuracy for Differential Privacy AISTATS 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis IJCNLP 2022
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022
Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022
One Loss for Quantization: Deep Hashing With Discrete Wasserstein Distributional Matching CVPR 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022
High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Efficient Sampling on Riemannian Manifolds via Langevin MCMC NIPS 2022
Asymptotics of smoothed Wasserstein distances in the small noise regime NIPS 2022
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization NIPS 2022
Federated Functional Gradient Boosting AISTATS 2022
Online Learning to Transport via the Minimal Selection Principle COLT 2022
Chained generalisation bounds COLT 2022
Robust Bayesian recourse UAI 2022
Meta-learning without data via Wasserstein distributionally-robust model fusion UAI 2022
Self-Consistency of the Fokker Planck Equation COLT 2022
Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022