Author

Xiangyang Luo

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Preprint Aug 2026

ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing

A two-stage privileged context distillation framework, which transfers full context behavior from a dense teacher through consistency distillation and then refines deployment rollouts with distribution matching, is proposed, which transfers full context behavior from a dense teacher through consistency distillation.

Xu Guo, Zhengxuan Wei, Xinghui Li et al. · 0 citations