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Yue Niu

Chongqing University

Shazheng Str 174, Shapingba District

Shazheng street, Shapingba district

Chongqing 400044, 400030

China

  • Chongqing University

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YOLO-DS: Fine-Grained Feature Decoupling via Dual-Statistic Synergy Operator for Object Detection

Number of pages: 23 Posted: 20 Apr 2026
Lin Huang, Yujuan Tan, Wensheng Li, Shitai Shan, Liu Liu, Bo Liu, Linlin Shen, Jing Yu and Yue Niu
Chongqing University of Posts and Telecommunications, affiliation not provided to SSRN, Chongqing University of Posts and Telecommunications, affiliation not provided to SSRN, China Academy of Information and Communications Technology, affiliation not provided to SSRN, Shenzhen University, Chongqing University and Chongqing University
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Abstract:

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YOLO, Object Detection, Dual-Statistic Synergy Operator, Fine-Grained Feature Decoupling, Gating Mechanism