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Ze-Zhong Wu

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#artificial intelligence Preprint Aug 2026

VISTA: Verifier-Informed Student-to-Teacher Adaptation for On-Policy Self-Distillation

Verifier-Informed Student-to-Teacher Adaptation (VISTA), which preserves the standard OPSD student update while using outcome-verified rollouts to adapt the teacher toward the student distribution and demonstrates the value of student supervision from outcome-verified rollouts.

Ze-Wen Ding, Ze-Zhong Wu, Zhou Tao et al. · 0 citations