constraint-aware-flow-matching

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Constraint-Aware Flow Matching: Decision Aligned End-to-End Training for Constrained Sampling

arXiv cs.LG · 2026-05-14 Cached

Proposes Constraint-Aware Flow Matching, a novel end-to-end framework that aligns the model's learning dynamics with constrained sampling procedure, mitigating distributional shift from projection corrections for high-quality constrained generation.

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