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Papers matching “resource-constrained learning” 4

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LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
LiBiNet: Lightweight boundary information enhanced network for crack segmentation
2026 Results in Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

Qingwang Wang, Guojian Huang, Chaohe Wang, Zihang Weng, Yulin He, Li Wengui, +1 more

0

citations
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou, Pengfei Liu

4

citations
FPGA-Powered Environment Awareness via Quantized Neural Networks for LiDAR-Aided mm-Wave Beam Prediction
2025 conference-paper Engineering Millimeter-Wave Propagation and Modeling

Arish Sateesan, Ljiljana Simić

1

citations

4 results