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Yan-Yi Liu

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Open access Aug 2026

Edge-Oriented Lightweight YOLO-World with Cross-Modal Fusion Adaptation for Multimodal Object Detection and Deployment

An edge-oriented adaptation framework for replacing the original visual encoder of YOLOv8l-worldv2 with a compact visual branch that jointly considers visual-branch compression, multi-scale interface consistency, cross-modal feature compatibility, and edge-side inference, rather than optimizing these aspects independen...

Mengnan Jiang, Tian-Li Mo, Jie Hu et al. · 0 citations

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