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Optimal Transport

367 directly classified papers

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Papers

Diffusion Earth Mover’s Distance and Distribution Embeddings ICML 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021
Moreau-Yosida $f$-divergences ICML 2021
Supervised Tree-Wasserstein Distance ICML 2021
Learning Deep Generative Models for Queuing Systems AAAI 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps CVPR 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization CVPR 2021
CO-Optimal Transport NIPS 2020
Spread Divergence ICML 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Adversarial Risk via Optimal Transport and Optimal Couplings ICML 2020
Optimal transport mapping via input convex neural networks ICML 2020
Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020
A General Approach to Fairness with Optimal Transport AAAI 2020
Word Rotator’s Distance EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020
Improving Text Generation with Student-Forcing Optimal Transport EMNLP 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020