Meng-Yu Li

Beyond Straightness: Non-Crossing Flow Matching via Quantile AlignTree Coupling

The performance of Flow Matching largely depends on the quality of the coupling between the source and target distributions. However, independent coupling often leads to path crossings and local velocity ambiguity, while OT-based couplings typically incur high construction costs. To address this challenge, we propose Q...