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Avishag Nevo

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#machine learning Preprint Aug 2026

PathGuide: Dynamic Classifier-Free Guidance via On-Policy Transport Alignment

This work introduces PathGuide, a framework that reformulates scalar CFG selection as an on-policy transport problem and derives a selection criterion with a direct path-correctness interpretation that yields a strictly quadratic local objective with an efficient, closed-form selector for each solver interval.

Avishag Nevo, Tamir Hazan · 0 citations