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Yao-Yue Zheng

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Preprint Oct 2026

GIFT: Representation Geometry Matters for Single-Domain Generalized Object Detection

Single-Domain Generalized Object Detection (S-DGOD) aims to generalize from a single source domain to unseen domains under distribution shifts. Existing efforts mainly focus on simulating unseen domains or suppressing domain-specific factors. However, they largely overlook the intrinsic generalization capability embedd...

Yin Zhang, Yao-Yue Zheng, Yong-Qiang Zhang et al. · 0 citations

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