Author

Ding-Qiang Ye

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Preprint Aug 2026

Where to Look Matters: On-Policy Self-Distillation for Long-Video Understanding

Clue-OPSD, a clue-privileged on-policy self-distillation framework for long-video understanding that uses clue intervals as privileged supervision without relying on ground-truth answer labels, while requiring no clue annotations or additional modules at inference time is introduced.

Kaishen Wang, Dong-Di Zhao, Yijun Liang et al. · 0 citations