Author

Zeyu Ma

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Jul 2026

VisualRouter: Query-Grounded Visual Sampling for Long Video Understanding

This paper proposes VisualRouter, a training-free and plug-and-play framework for query-grounded visual sampling, which consistently improves multiple LVLMs over uniform sampling, and outperforming existing training-free visual sampling methods under the same setting.

Haiyue Zhang, Yi Bin, Xun Jiang et al. · arXiv.org · 0 citations