conftrace_

unbalanced optimal transport

18 papers

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Also known as

UOT

Co-occurring keywords

optimal transport (948) entropic regularization (53) sinkhorn algorithm (64) unbalanced transport (12) semi-dual formulation (2) entropy regularization (132) computational complexity (399) wasserstein distance (417) contextualized embedding (193) semantic change detection (92)

Papers

SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025
Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening ICCV 2025
Light Unbalanced Optimal Transport NIPS 2024
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks JMLR 2024
Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport NIPS 2024
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NIPS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
Importance Sparsification for Sinkhorn Algorithm JMLR 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Generalized Belief Transport NIPS 2023
On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error JMLR 2023
Unbalanced Low-rank Optimal Transport Solvers NIPS 2023
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020
On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm ICML 2020