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Convolution

Gramian angular field fusion with dual-branch ConvNeXt and channel-aware transformer for vibration sensor-based fault diagnosis

Pengjuan Liu, Jindou Ma

published 03 Aug 2026

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MLE-YOLOv11n: Multi-scale layer aggregation and context-aware feature fusion for insulator defect detection in aerial imagery

Yuan Wang, Hanzhi Cui, Jinxian Li, Zongxiu Duan, Qiqi Wei

published 03 Aug 2026

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PM-DUnet: Fusing long-range dependencies and attention in a dual-U architecture for thyroid nodule segmentation

Shaoqiang Wang, Linhao Zhang, Guiling Shi, Zhongran Liu, Yuanyuan Zhang, Tiyao Liu, Yawu Zhao, Yuchen Wang, Xiaochun Cheng

published 30 Jul 2026

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GridCL for fine-grained load profiling in smart grids under limited labels

Ling Zhang, Jia Wang, Wenhua Zhang, Ke Li, Daizhou Yao, Bowei Yang, Xingsi Ke, Hong Zhao, Yumin Yao

published 28 Jul 2026

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Very short-term production prediction for photovoltaic plants using Temporal Convolutional Networks

Loukas Samaras, Elena García-Barriocanal, Miguel-Angel Sicilia, Lino González García

published 28 Jul 2026

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AgriOptNet: A hybrid optimization and lightweight deep learning framework for soil texture classification and crop recommendation based on nutrition

Latha Reddy N, Gopinath M.P

published 22 Jul 2026

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MSPFormer: An enhanced multi-scale and semantic-preserving transformer for sheep ownership identification in precision livestock farming

Yaosheng Han, Chunmei Li, Xiangjie Huang, Qing Dong, Hao Wang

published 21 Jul 2026

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Automated concrete crack detection enhanced by deep learning and generative adversarial networks

Yue Chang

published 20 Jul 2026

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Multi-spatial resolution hyperspectral image change detection network integrating feature difference structure

Yanhua Xiao, Shuixiang Yu, Wenfeng Li, Huafei Xiao, Yiling Chen, Huayan Zhou, Long Yang

published 20 Jul 2026

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YOLO11-FR: A bridge crack detection method based on frequency-domain fusion and an edge enhancement mechanism

Yangming Zhang, Baohui Tian, Hufeng Guo

published 17 Jul 2026

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MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment

Yuan Li, Ningning Wang

published 17 Jul 2026

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Enhancing low-light images with MSHCDI-Net: A multi-scale hybrid cross-domain interaction approach

Bin Chen, Peitao Li, Chaobing Zheng, Meng Jia, Shiqian Wu

published 17 Jul 2026

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Efficient and lightweight long-range modeling for 3d point cloud classification and segmentation

Dongzhen Liu, Yuzhong Deng, Jianxiao Zou, Shicai Fan

published 16 Jul 2026

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