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Convolution

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

Ziqing Xue, Pengpeng Pi, [ ... ], Zhiwei Sun

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

Wei Xiong, Na Xiao, Ruili Wang

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

Weihua Xiong, Lixian Cao, [ ... ], Liquan Liu

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

Meishun Wu, Jinmin Peng, [ ... ], Haotian Sun

Robust deepfake detector against deep image watermarking

Jian Yu, Xin Liu, Fengbiao Zan, Yanhan Peng

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

Wei Wang, Xu Liu, [ ... ], Zheng Zhang

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

Maojin Sun, Luyi Sun

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

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

Shulong Zhuo, Xiaojian Zhou, [ ... ], YiQun Ma

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

Yin Lei, Chen Shan, Wancheng Ge

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

Zekai Yan, Bowen Cai

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

Jun Zhou, Nuo Xu, Xuexuan Wu

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

Subir Biswas, Prabodh Kumar Sahoo, [ ... ], Xinhong Wang

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