Optimal Transport

Riemannian Convex Potential Maps ICML 2021 Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models ICML 2021 Sliced Iterative Normalizing Flows ICML 2021 Supervised Tree-Wasserstein Distance ICML 2021 Testing Group Fairness via Optimal Transport Projections ICML 2021 TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021 Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NeurIPS 2021 Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021 Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021 Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021 Adversarial Risk via Optimal Transport and Optimal Couplings ICML 2020 A General Approach to Fairness with Optimal Transport AAAI 2020 A mathematical theory of cooperative communication NeurIPS 2020 Continuous Regularized Wasserstein Barycenters NeurIPS 2020 CO-Optimal Transport NeurIPS 2020 COT-GAN: Generating Sequential Data via Causal Optimal Transport NeurIPS 2020 DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020 Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NeurIPS 2020 Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NeurIPS 2020 Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020 Fair regression with Wasserstein barycenters NeurIPS 2020 Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NeurIPS 2020