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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

A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization ICML 2019
Obtaining Fairness using Optimal Transport Theory ICML 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019
A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019
Structured Optimal Transport AISTATS 2018
Computing Kantorovich-Wasserstein Distances on $d$-dimensional histograms using $(d+1)$-partite graphs NIPS 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport NIPS 2018
Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NIPS 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018
Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport NIPS 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport NIPS 2018
Learning semantic similarity in a continuous space NIPS 2018
Stochastic algorithms for entropy-regularized optimal transport problems AISTATS 2018
A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018
Stochastic Wasserstein Barycenters ICML 2018
Geometrically Coupled Monte Carlo Sampling NIPS 2018
An explicit analysis of the entropic penalty in linear programming COLT 2018
Wasserstein Variational Inference NIPS 2018