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Optimal Transport

369 papers

Papers per year

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Papers

On Robust Optimal Transport: Computational Complexity and Barycenter Computation NIPS 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021
Learning Deep Generative Models for Queuing Systems AAAI 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021
Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021
OTA: Optimal Transport Assignment for Object Detection CVPR 2021
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization CVPR 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps CVPR 2021
Hilbert Sinkhorn Divergence for Optimal Transport CVPR 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
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021
Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021
First-Order Methods for Wasserstein Distributionally Robust MDP ICML 2021
Riemannian Convex Potential Maps ICML 2021
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021
Sliced Iterative Normalizing Flows ICML 2021
A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021