NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement Learning

Tianlin Pan, Lianyu Pang, Cheng Da +4

Reinforcement learning (RL) post-training improves the reward alignment of flow-based generators, but often degrades perceptual quality in ways that are not captured by the reward…