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Author

Zhi-Ru Xu

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Open access Sep 2026

Spatial-filtering nanoscopy for 40-nm label-free Raman imaging

Super-resolution fluorescence microscopy overcomes the optical diffraction limit and has significantly advanced our understanding of biological complexity within the framework of fluorescence labelling1. Fluorescence labelling underpins this capability, enabling high photon budgets, superior signal contrast, and tuneab...

Ji-Ye Li, Benma Lamu, Yuan Feng et al. · 0 citations
Jul 2026

Visual question answering model based on multi-modal knowledge autonomous learning

This work proposes a visual question answering model based on autonomous multi-modal knowledge learning, in which large-scale multi-modal knowledge is first accumulated by constructing pseudo data, and then dynamically filtered and iteratively updated through an autonomous updating strategy to reduce noise and improve...

Yuanlong Wang, Zhi-Ru Xu, Hou-Shuai Wang et al. · 0 citations

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