Optimal Transport

Feature out! Let Raw Image as Your Condition for Blind Face Restoration ICML 2025 Feedback Schrödinger Bridge Matching ICLR 2025 Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network CVPR 2025 FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025 Formation Shape Control using the Gromov-Wasserstein Metric L4DC 2025 Fourier Sliced-Wasserstein Embedding for Multisets and Measures ICLR 2025 Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance AAAI 2025 Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 LBM: Latent Bridge Matching for Fast Image-to-Image Translation ICCV 2025 Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning signals defined on graphs with optimal transport and Gaussian process regression AISTATS 2025 Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications AISTATS 2025 Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport ICML 2025 Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization UAI 2025 Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry ICLR 2025 On Probabilistic Embeddings in Optimal Dimension Reduction JMLR 2025 On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction ICLR 2025 Optimal transport-based conformal prediction ICML 2025 Optimal Transport for Probabilistic Circuits UAI 2025 Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025 Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025 OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection IJCAI 2025