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Preprint Oct 2026

FocusOPD: Structure-Guided On-Policy Distillation for Diffusion Models

Multi-teacher on-policy distillation enables rectified-flow models with diffusion-transformer architectures to combine task-specific capabilities within a single student. However, matching model outputs does not guarantee that their internal representations are aligned, and it remains unclear where and when additional...

Xin-Rui Lin, Shu-Min Wang, Su-Qi Song et al. · 0 citations

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