unbalanced optimal transport

Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods COLT 2026 Imbalanced View Contribution Evaluation and Refinement for Deep Incomplete Multi-View Clustering CVPR 2026 SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport ICLR 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025 Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport ICLR 2025 Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening ICCV 2025 Unpaired Point Cloud Completion via Unbalanced Optimal Transport ICML 2025 Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model ACML 2024 Light Unbalanced Optimal Transport NeurIPS 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 NeurIPS 2024 Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport ICML 2024 Submodular framework for structured-sparse optimal transport ICML 2024 Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation ICLR 2024 An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023 Generalized Belief Transport NeurIPS 2023 Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NeurIPS 2023 Importance Sparsification for Sinkhorn Algorithm JMLR 2023 On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error JMLR 2023 Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023 Unbalanced Low-rank Optimal Transport Solvers NeurIPS 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