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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

GOT: An Optimal Transport framework for Graph comparison NIPS 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers JMLR 2019
Differentiable Convex Optimization Layers NIPS 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NIPS 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
Towards Optimal Transport with Global Invariances AISTATS 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019
On the Complexity of Approximating Wasserstein Barycenters ICML 2019
Monge blunts Bayes: Hardness Results for Adversarial Training ICML 2019
Three-Player Wasserstein GAN via Amortised Duality IJCAI 2019
Improving Cross-lingual Entity Alignment via Optimal Transport IJCAI 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport ICML 2019
Subspace Robust Wasserstein Distances ICML 2019
Geometric Losses for Distributional Learning ICML 2019
The Wasserstein Transform ICML 2019
Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations ICML 2019
Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning ICML 2019
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds AAAI 2019
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NIPS 2019
On Efficient Optimal Transport: An Analysis of Greedy and Accelerated Mirror Descent Algorithms ICML 2019
Max-Sliced Wasserstein Distance and Its Use for GANs CVPR 2019
Differentiable Ranking and Sorting using Optimal Transport NIPS 2019
Alleviating Label Switching with Optimal Transport NIPS 2019
Scalable Thompson Sampling via Optimal Transport AISTATS 2019