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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection IJCNLP 2022
Variance Minimization in the Wasserstein Space for Invariant Causal Prediction AISTATS 2022
Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022
Debiaser Beware: Pitfalls of Centering Regularized Transport Maps ICML 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
Interpretable dysarthric speaker adaptation based on optimal-transport INTERSPEECH 2022
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Accurate Point Cloud Registration with Robust Optimal Transport NIPS 2021
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation NIPS 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021
OTA: Optimal Transport Assignment for Object Detection CVPR 2021
The Many Faces of Adversarial Risk NIPS 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
Non-asymptotic convergence bounds for Wasserstein approximation using point clouds NIPS 2021
A novel notion of barycenter for probability distributions based on optimal weak mass transport NIPS 2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling NIPS 2021
3D Pose Transfer with Correspondence Learning and Mesh Refinement NIPS 2021
On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification AISTATS 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Learning to Count via Unbalanced Optimal Transport AAAI 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021