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Reward Transport: Property Control in Flow Matching via Noise-Space Alignment

arXiv cs.LG · 4d ago Cached

This paper introduces Reward Transport, a method that uses optimal transport coupling during flow matching training to align a scalar noise coordinate with molecular rewards, enabling monotone control over molecular properties like logP and QED at inference without additional computation.

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