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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Rui Li

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Sep 2026

LE-RTDETR: multi-scale edge enhancement and structural compression for underwater debris detection

LE-RTDETR (Lightweight Edge-enhanced RT-DETR), a resource-efficient edge-enhanced detector for underwater objects, shows consistent detection performance across different underwater debris datasets while reducing model complexity and maintaining a favorable balance between detection accuracy and inference efficiency.

Rui Li, Yao-Yi Ding · 0 citations
Aug 2026

MFA-YOLO: a lightweight weed detection model for complex farmland environments

A YOLOv11-based lightweight weed detection model, termed multi-level feature aggregation-based YOLO (MFA-YOLO), which combines a gated progressive feature fusion (GPFF) module to enhance hierarchical feature interaction via learnable weighting and channel-wise gating, and an efficient feature aggregation (EFA) module t...

Rui Li, Guang-Yan Ma · 0 citations

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