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Siqi Guo, Yuxia Chen, Wenbo Zhu, Yangguang Ji, Zhenxiang Jiang, Teng Zhong, Yu Zhang

Public reference bibliography and cataloged PDF materials authored or published by Siqi Guo, Yuxia Chen, Wenbo Zhu, Yangguang Ji, Zhenxiang Jiang, Teng Zhong, Yu Zhang.

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PACE: Plan, Attend, Check, and Emit for Training-Free Response Timing in Streaming Video Understanding

Year: 2026 • Source: arxiv.org • Listed PDF

Streaming video understanding requires a model to decide not only what to answer but also when to answer. Evidence arrives progressively, and recent benchmarks identify premature responses, issued before the queried even...