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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

The Wasserstein Proximal Gradient Algorithm NIPS 2020
Linear Time Sinkhorn Divergences using Positive Features NIPS 2020
Statistical Optimal Transport posed as Learning Kernel Embedding NIPS 2020
A mathematical theory of cooperative communication NIPS 2020
Continuous Regularized Wasserstein Barycenters NIPS 2020
Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020
Spatio-temporal alignments: Optimal transport through space and time AISTATS 2020
Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency AISTATS 2020
Geometry-aware domain adaptation for unsupervised alignment of word embeddings ACL 2020
Gradient descent algorithms for Bures-Wasserstein barycenters COLT 2020
Online Domain Adaptation for Occupancy Mapping RSS 2020
Sinkhorn Natural Gradient for Generative Models NIPS 2020
A Universal Approximation Theorem of Deep Neural Networks for Expressing Probability Distributions NIPS 2020
COT-GAN: Generating Sequential Data via Causal Optimal Transport NIPS 2020
Unbalanced Sobolev Descent NIPS 2020
Model Fusion via Optimal Transport NIPS 2020
Debiased Sinkhorn barycenters ICML 2020
Robust Document Distance with Wasserstein-Fisher-Rao metric ACML 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL 2020
Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics ICML 2020
Utility/Privacy Trade-off through the lens of Optimal Transport AISTATS 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020
Differentiable Top-k with Optimal Transport NIPS 2020
Distribution Matching for Crowd Counting NIPS 2020