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Optimal Transport

367 directly classified papers

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Papers

Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021
Outlier-Robust Optimal Transport ICML 2021
Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models ICML 2021
Projection Robust Wasserstein Barycenters ICML 2021
A novel notion of barycenter for probability distributions based on optimal weak mass transport NIPS 2021
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021
Sliced Iterative Normalizing Flows ICML 2021
First-Order Methods for Wasserstein Distributionally Robust MDP ICML 2021
On efficient multilevel Clustering via Wasserstein distances JMLR 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Riemannian Convex Potential Maps ICML 2021
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021
A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021
Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Improving approximate optimal transport distances using quantization UAI 2021
On Robust Optimal Transport: Computational Complexity and Barycenter Computation NIPS 2021
Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges IJCAI 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021