Multiscale Supervised Unbalanced Optimal Transport Flow Matching

arXiv:2605.16529 · cs.LG, math.OC · Submitted 2026-05-15 · Read on arXiv

cs.LG, math.OC

Submitted: 2026-05-15

Updated: 2026-10-30

Terminology

• Optimal Transport — 3× in this paper · explained in 5 episodes
• Flow Matching — 2× in this paper · explained in 23 episodes
• Computational overhead — 1× in this paper · explained in 2 episodes
• Dynamic Modeling — 1× in this paper · explained in 3 episodes
• Unbalanced Optimal Transport (UOT) — 1× in this paper · explained in 2 episodes
• computational cost — 1× in this paper · explained in 2 episodes

Related papers

• Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation
• Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts
• Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
• D-STEER: Two-Way Control of DPO-Induced Safety Behavior in Activation Space
• Optimal hypersurface decision trees
• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation