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Optimal Transport

369 papers

Papers per year

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Papers

CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022
Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022
Distribution Regression with Sliced Wasserstein Kernels ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022
Re-evaluating Word Mover’s Distance ICML 2022
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs ICML 2022
Accurate Quantization of Measures via Interacting Particle-based Optimization ICML 2022
Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution IJCAI 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
Text Style Transfer via Optimal Transport NAACL 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Multimodal Learning Using Optimal Transport for Sarcasm and Humor Detection WACV 2022
A novel notion of barycenter for probability distributions based on optimal weak mass transport NIPS 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021