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Author

Zijun Lin

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Open access Jul 2026

RepLite-YOLO: A Parameter-Efficient Residual-Enhanced Detector for Ship Recognition in Remote Sensing Imagery

To alleviate irreversible spatial information loss during downsampling, the ADown module is adopted, originally introduced in YOLOv9, to generate spatially complementary features through its two-branch downsampling mechanism, and RepLite-YOLO achieves a favorable balance between detection accuracy and computational eff...

Ruijia Fu, Zuomin Wang, Zijun Lin et al. · 0 citations
Aug 2026

LERPNet: a lightweight and efficient range view point cloud semantic segmentation network

This paper replaces the Stem layer in FRNet with the proposed FD-Stem, which improves feature representation while reducing computational complexity, and introduces long-range modeling capability with limited additional parameters, enabling effective learning of both spatial and channel-wise representations.

Ya-Dong Guo, Jing Liu, Wei Zheng et al. · 0 citations

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