MeanFlowAdvantage: Stable Reward Fine-Tuning for Few-Step Average-Velocity Generators

Haocheng Tang, Tianchi Xie, Xingqiao Lin

MeanFlow enables efficient few-step generation by predicting interval-average velocities, but this representation creates a mismatch for reward fine-tuning: existing advantage-base…