Optimal Transport

Re-evaluating Word Mover’s Distance ICML 2022 Representing 3D Shapes With Probabilistic Directed Distance Fields CVPR 2022 Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance NeurIPS 2022 Semi-relaxed Gromov-Wasserstein divergence and applications on graphs ICLR 2022 Sliced Wasserstein variational inference ACML 2022 Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022 Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances NeurIPS 2022 Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022 Supervised Training of Conditional Monge Maps NeurIPS 2022 Template based Graph Neural Network with Optimal Transport Distances NeurIPS 2022 Text Style Transfer via Optimal Transport NAACL 2022 Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints NeurIPS 2022 Unified Optimal Transport Framework for Universal Domain Adaptation NeurIPS 2022 Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022 Wasserstein K-means for clustering probability distributions NeurIPS 2022 Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022 Wasserstein Iterative Networks for Barycenter Estimation NeurIPS 2022 Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization CVPR 2021 A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation COLT 2021 A novel notion of barycenter for probability distributions based on optimal weak mass transport NeurIPS 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021 Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021 A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021 Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization ICLR 2021 Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization ICLR 2021