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

Author

Xue-Yang Qi

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2026

TAP-SNet: Lightweight Few-Shot Modulation Recognition via Selective Mamba Mechanism

Automatic Modulation Recognition (AMR) is a cornerstone of cognitive radio; however its practical deployment is often hindered by the scarcity of labeled data. While Few-Shot Learning (FSL) offers a promising solution, existing models are typically plagued by excessive computational overhead and large parameter volumes...

Chen-Zi Zhang, Dan Jiang, Xue-Yang Qi et al. · 0 citations
Conference Sep 2026

Bridge--track relative position detection and coarse-grained attribution

The relative geometry between railway bridges and tracks is a useful indicator for infrastructure condition screening. In field point clouds, however, recovering true structural eccentricity is often infeasible because design alignments, lower-structure references, and complete structural observations are unavailable....

Qin-Wei Zhang, Meng Cai, Xue-Yang Qi et al. · 0 citations

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