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Optimal Transport

367 directly classified papers

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Papers

Improving word mover’s distance by leveraging self-attention matrix EMNLP 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023
Jointly Imputing Multi-View Data with Optimal Transport AAAI 2023
Outlier-Robust Gromov-Wasserstein for Graph Data NIPS 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics NIPS 2023
Extremal Domain Translation with Neural Optimal Transport NIPS 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NIPS 2023
On the Efficiency of Entropic Regularized Algorithms for Optimal Transport JMLR 2022
On the Complexity of Approximating Multimarginal Optimal Transport JMLR 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022
Text Style Transfer via Optimal Transport NAACL 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
Accurate Quantization of Measures via Interacting Particle-based Optimization ICML 2022
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs ICML 2022
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis AISTATS 2022
Supervised Training of Conditional Monge Maps NIPS 2022
Re-evaluating Word Mover’s Distance ICML 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022