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Author

Bo Zheng

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Jul 2026

Surprise Forcing: What to Remember, When to Skip in Long Video Generation

This work introduces Surprise Forcing, a training-free framework that treats both limitations as online resource-allocation problems and improves long-horizon consistency and visual quality while retaining real-time streaming throughput.

Shuwei Shi, Zhen Li, Mu-Yao Niu et al. · 1 citation

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