Author

Ivan Titov

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Preprint Jul 2026

Geometric Self-Distillation for Reasoning Generalization

GeoSD, a geometric self-distillation objective that treats this drift as movement in the student's predictive behavior and counters it in two complementary ways, preserves the in-distribution gains of self-distillation while improving average OOD accuracy.

Josip Jukic, Ivan Titov · 0 citations