2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows
NeurIPS 2024poster
We study the geometry of conditional optimal transport (COT) and prove a dynamic formulation which generalizes the Benamou-Brenier Theorem. Equipped with these tools, we propose a simulation-free flow-based method for conditional generative modeling. Our method couples an arbitrary source distributi…