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

Author

Jing Liu

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Conference Aug 2026

HRT-DETR: efficient traffic sign detection

Experiments show that HRT-DETR outperforms RT-DETR and other mainstream detectors in both accuracy and inference speed, demonstrating its effectiveness in dense small-object traffic sign detection under complex backgrounds and its superior real-time performance.

Jing Liu, Ruxue Yan, Jun-Wei Liu · 0 citations
Conference Aug 2026

AART: image classification with adaptive attention region transformer

The Adaptive Attention Region Transformer (AART) is proposed, which dynamically discriminates between regions based on their saliency, and achieves significant improvements over existing methods without requiring pre-training, validating its effectiveness in adaptive region processing.

Jing Liu, Xinyi Guo, Xin Zhang · 0 citations

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