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Optimal Transport

367 directly classified papers

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Papers

Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025
When Schrodinger Bridge Meets Real-World Image Dehazing with Unpaired Training ICCV 2025
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation ICCV 2025
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025
Stochastic Interpolants for Revealing Stylistic Flows across the History of Art ICCV 2025
Diffusion-aware Censored Gaussian Processes for Demand Modelling IJCAI 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025
Robust Point Matching with Distance Profiles JMLR 2025
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025
Distributional Reinforcement Learning with Regularized Wasserstein Loss NIPS 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods AAAI 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning JMLR 2024
Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow AISTATS 2024
Solving Inverse Problems via Diffusion Optimal Control NIPS 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces NIPS 2024
Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NIPS 2024
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs NIPS 2024
Interaction-Force Transport Gradient Flows NIPS 2024