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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

Estimation of smooth densities in Wasserstein distance COLT 2019
Generalized Sliced Wasserstein Distances NIPS 2019
Massively scalable Sinkhorn distances via the Nyström method NIPS 2019
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NIPS 2019
Optimal Transport for structured data with application on graphs ICML 2019
Approximate Optimal Transport for Continuous Densities with Copulas IJCAI 2019
Differentially Private Optimal Transport: Application to Domain Adaptation IJCAI 2019
Guiding the One-to-One Mapping in CycleGAN via Optimal Transport AAAI 2019
Parallel Optimal Transport GAN CVPR 2019
Oversampling for Imbalanced Data via Optimal Transport AAAI 2019
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach ALT 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem NIPS 2019
Sliced Wasserstein Generative Models CVPR 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019
Multi-marginal Wasserstein GAN NIPS 2019
Sliced Gromov-Wasserstein NIPS 2019
Sinkhorn AutoEncoders UAI 2019
Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets AAAI 2019
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NIPS 2019
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance NIPS 2019
A Primal-Dual link between GANs and Autoencoders NIPS 2019
Large-scale optimal transport map estimation using projection pursuit NIPS 2019
Discriminator optimal transport NIPS 2019
Solving graph compression via optimal transport NIPS 2019