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Chenrui Ma

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Preprint Aug 2026

Dynamic Hub-and-Spoke Memory for Streaming Video Understanding

Dynamic Hub-and-Spoke Memory is proposed, a training-free framework that represents distant history as structured textual memory while preserving the recent frames as visual tokens for fine-grained perception in streaming video understanding.

Xinru Jiang, Lin Zhao, Xi Xiao et al. · 0 citations

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