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Wenjie Wang

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#machine learning Preprint Feb 2026

Prediction--Loss Alignment for Sampler--Robust Flow Matching Training

This work investigates the integrability of the pre-optimizer stochastic-gradient second moment through the integrability of the pre-optimizer stochastic-gradient second moment of prediction--loss alignment and shows that prediction--loss alignment eliminates this conversion-induced source of non-integrability.

Jia-Dong Hong, Lei Liu, Xinyu Bian et al. · 2 citations

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