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Optimal Transport

369 papers

Papers per year

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Papers

Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation WACV 2026
Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment ACL 2026
Designing Algorithms for Entropic Optimal Transport from an Optimisation Perspective ALT 2026
Color Transfer with Modulated Flows AAAI 2025
WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025
Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance AAAI 2025
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025
Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025
Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025
An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025
Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025
Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025
Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025
Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025
Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025
Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network CVPR 2025
Reversing Flow for Image Restoration CVPR 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation ICCV 2025
CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation ICCV 2025
Stochastic Interpolants for Revealing Stylistic Flows across the History of Art ICCV 2025