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Kai-Sheng Zheng

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#computer vision Preprint Sep 2026

CONDUIT: A Unified Residual-Stream Restoration Framework for KV Cache Reuse in Vision-Language Models

CONDUIT, a training-free refresh policy that unifies single- and multi-image reuse as residual-stream restoration, is proposed, building on norm-weighted attention and an accessible pre-output cached-value-norm proxy, then applies empirical image-level relevance amplification before one global selection.

Pengan Chen, Kai-Sheng Zheng, Liang Hong et al. · 0 citations

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