Author

N. Zhang

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Preprint Aug 2026

InSight-doc: Agentic Visual Perception for Long-Document Understanding

This work proposes InSight-doc, an agentic visual perception framework that treats visual resolution as an adaptive reasoning-time resource that starts from low resolution and selectively zooms into high-resolution regions for finer evidence, without relying on any external retriever.

Kaican Li, Weiyan Xie, Lewei Yao et al. · 0 citations