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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Fast geometric learning with symbolic matrices NIPS 2020
Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces AISTATS 2020
MinMax Methods for Optimal Transport and Beyond: Regularization, Approximation and Numerics NIPS 2020
Texture Interpolation for Probing Visual Perception NIPS 2020
Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog System COLING 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Semantic Matching for Sequence-to-Sequence Learning EMNLP 2020
Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020
Margin-aware Adversarial Domain Adaptation with Optimal Transport ICML 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter IJCAI 2020
Online Sinkhorn: Optimal Transport distances from sample streams NIPS 2020
Partial Optimal Tranport with applications on Positive-Unlabeled Learning NIPS 2020
Robust Density Estimation under Besov IPM Losses NIPS 2020
Missing Data Imputation using Optimal Transport ICML 2020
Regularized Optimal Transport is Ground Cost Adversarial ICML 2020
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence NIPS 2020
Sufficient dimension reduction for classification using principal optimal transport direction NIPS 2020
Adversarial Risk via Optimal Transport and Optimal Couplings ICML 2020
A Swiss Army Knife for Minimax Optimal Transport ICML 2020
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence NIPS 2020
Sinkhorn Barycenter via Functional Gradient Descent NIPS 2020
Fair regression with Wasserstein barycenters NIPS 2020
Graph Optimal Transport for Cross-Domain Alignment ICML 2020
Representation Learning via Adversarially-Contrastive Optimal Transport ICML 2020