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N. Đoàn

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#artificial intelligence Preprint Sep 2026

OOD Generalization as a Bifurcation Problem

This work identifies the semantic bifurcation window - the precise temporal interval where joint and decomposed vector fields meaningfully diverge - and proposes surgical guidance, a hybrid sampling strategy that restricts exact multi-pass scoring strictly to this critical window.

N. Đoàn, Q. Nguyen, T. Le et al. · 0 citations