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Deep learning

A deep learning framework for remaining useful life prediction of turbofan engines with partial sensor failure

Dongdong Tang

DualFusionNet: A fusion-based dual architecture for visual quality control on fabric surfaces

Christopher Mai, Luca Eisentraut, [ ... ], Ricardo Buettner

A GNN-based approach for accurate trade balance forecasting and interpretable analysis

Yifei Huang, Zhiyuan He, Cheng Ding

A two-stage deep learning framework for lead instrument recognition in polyphonic music featuring Chinese instruments

Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

Image quality improvement of liver ultrasound using unsupervised deep learning

Jaeyoung Huh, Joo Hyeok Choi, [ ... ], Byung Ihn Choi

Density-equalized RANDT scan matching with integrated outlier removal and point density uniformity

Anila Johnson, Umashankar Subramaniam, HyungSeok Kim, Divya Udayan J

Comparison of deep learning-based three-dimensional human pose estimation methods with motion capture for gesture research

Naoto Ienaga, Kazuki Sekine

RMETNet: A cross-subject motor imagery EEG signal classification model based on TSLANet and riemannian geometry features

Yun Zhao, Dongyi He, [ ... ], Bin Jiang

Forecasting under-five stunting in Ethiopia using classical and machine learning time series models

Rewina Tilahun Gessese, Jenberu Mekurianew Kelkay, [ ... ], Eyob Akalewold Alemu

Controlled comparative study of YOLOv8-Pose, YOLOv11-Pose, and Detectron2 for vertebrae detection and keypoint estimation

Avinash Bansal, Jan Kubíček, Shalini Garg

A hybrid CNN-XLSTM-GRU deep learning model with autoencoder-based feature selection for hypothyroidism diagnosis

Divya Kesavulu, Kannadasan R

Dual-temporal inflow–outflow dependency modeling for short-term metro outflow prediction

Wangxin Hu, Zhongxiang Huang, Jianrong Cai, Xiufang Zhao

Toward leveraging intrinsic point cloud features in 3D adversarial attacks

Hanieh Naderi, Chinthaka Dinesh, Ivan V. Bajić, Shohreh Kasaei

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