Optimal Transport

Wasserstein Gradient Flows for Scalable and Regularized Barycenter Computation UAI 2026 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 A Truncated Newton Method for Optimal Transport ICLR 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025 Axiomatic Explainer Globalness via Optimal Transport AISTATS 2025 Bridging Multiple Worlds: Multi-marginal Optimal Transport for Causal Partial-identification Problem AISTATS 2025 CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation ICCV 2025 Color Transfer with Modulated Flows AAAI 2025 Computing high-dimensional optimal transport by flow neural networks AISTATS 2025 Computing Optimal Transport Maps and Wasserstein Barycenters Using Conditional Normalizing Flows ICML 2025 Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps AISTATS 2025 Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025 Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025 Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR Interspeech 2025 DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows AISTATS 2025 Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation ICML 2025 (De)-regularized Maximum Mean Discrepancy Gradient Flow JMLR 2025 Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025 Diffusion-aware Censored Gaussian Processes for Demand Modelling IJCAI 2025 Distributional Counterfactual Explanations With Optimal Transport AISTATS 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators ICLR 2025 Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging AISTATS 2025 Expected Sliced Transport Plans ICLR 2025