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YOLO Meets Mixture-of-Experts: Adaptive Expert Routing for Robust Object Detection

17 November 2025
Ori Meiraz
Sharon Shalev
Avishai Weizman
    MoEObjD
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)
Main:2 Pages
1 Figures
Bibliography:1 Pages
Abstract

This paper presents a novel Mixture-of-Experts framework for object detection, incorporating adaptive routing among multiple YOLOv9-T experts to enable dynamic feature specialization and achieve higher mean Average Precision (mAP) and Average Recall (AR) compared to a single YOLOv9-T model.

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