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Convolution

MedNeXt for accurate medical image classification and segmentation: A lightweight transformer-style convolutional neural network

Ziqing Xue, Pengpeng Pi, Ziyi Liu, Zhaomu Zeng, Zhiwei Sun

published 05 Jan 2026

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Similarity-aware VAE with wavelet-convolutional 1D-CNN for rolling bearing fault diagnosis

Wei Xiong, Na Xiao, Ruili Wang

published 05 Jan 2026

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License plate recognition methodology in complex scenarios based on CSCM-YOLOv8 and CSM-LPRNet

Weihua Xiong, Lixian Cao, Dongming Yan, Yufei Jiang, Guan Zhang, Yan Wang, Xiaotong Huang, Liquan Liu

published 02 Jan 2026

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EFEN-YOLOv8: Surface defect detection network based on spatial feature capture and multi-level weighted attention

Meishun Wu, Jinmin Peng, Xinyi Yu, Heng Xu, Haotian Sun

published 02 Jan 2026

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Robust deepfake detector against deep image watermarking

Jian Yu, Xin Liu, Fengbiao Zan, Yanhan Peng

published 31 Dec 2025

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A lightweight tunnel vehicle re-ldentification model based on YOLOv11n and FaceNet

Wei Wang, Xu Liu, Yangguang Ye, Xianjin Xu, Minghui Wang, Zheng Zhang

published 30 Dec 2025

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A histogram transformer approach using attention-based 3D residual network for human action recognition

Maojin Sun, Luyi Sun

published 29 Dec 2025

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Identification and classification of oil and gas pipeline intru-sion events based on 1-D CNN network

Han Qin, Xiaoli Huang, Xingcheng Wang, Zhaoliang Zhou

published 23 Dec 2025

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A lightweight network for phone surface defect detection with industrial deployment on RK3568 edge devices

Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma

published 19 Dec 2025

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EdgeCaseDNet: An enhanced detection architecture for edge case perception in autonomous driving

Yin Lei, Chen Shan, Wancheng Ge

published 18 Dec 2025

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STAC-Net: A hierarchical framework for modeling and predicting urban traffic flow with uncertainty quantification

Zekai Yan, Bowen Cai

published 17 Dec 2025

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Vehicle driving area detection and sensor data preprocessing based on deep learning

Jun Zhou, Nuo Xu, Xuexuan Wu

published 16 Dec 2025

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Hybrid machine learning models for enhanced arrhythmia detection from ECG signals using autoencoder and convolution features

Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

published 15 Dec 2025

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