Optimal Transport

Adversarially Robust Kernel Smoothing AISTATS 2022 A fast and accurate splitting method for optimal transport: analysis and implementation ICLR 2022 Aligning individual brains with fused unbalanced Gromov Wasserstein NeurIPS 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 Asymptotics of smoothed Wasserstein distances in the small noise regime NeurIPS 2022 A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022 Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022 Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022 Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022 Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022 Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022 Deep Generalized Schrödinger Bridge NeurIPS 2022 Distribution Regression with Sliced Wasserstein Kernels ICML 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022 Generative Modeling with Optimal Transport Maps ICLR 2022 Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022