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Convolution

A hybrid CNN-Transformer network integrating multiscale spatially detailed features for medical image segmentation

Bo Li, Wei Zhou, Haijun Li

IGNN: An improved graph neufral network with integrated attention and pre-message-passing for few-shot image classification

Jianxiong Chen, Bingwei Fu, Lin Zou

Traffic flow prediction via dynamic hypergraph learning

SiWei Wei, Yang Yang, ChunZhi Wang

A frame of wideband wireless signal recognition and parameter extraction based on semantic segmentation

Lulu Liu, Rui Zhu, [ ... ], Yaru Li

MedSpectralNet: A lightweight convolutional neural network architecture for multi-modal image classification

Nabilah Afrin, Masud An-Nur Islam Fahim, [ ... ], Aymen I. Zreikat

PlantaNet and PlantaNetLite: Efficient and explainable multi-crop plant disease classification via transformer benchmarking and custom lightweight CNNs

Md. Sifat Haque Zidan, Al Imran, [ ... ], Mohammad Abdul Qayum

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

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

Urban road surface crack detection based on U-net and ResNeXt network

Jun Qiao, Huabing Wang, [ ... ], Minghui Gong

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

Wangxin Hu, Zhongxiang Huang, Jianrong Cai, Xiufang Zhao

CORE-Net: A cross-modal orthogonal representation enhancement network for low-altitude multispectral object detection

Daoze Tang, Shuyun Tang, Dequan Zheng

YOLO-BP for detection of multi-scale and high intra-class variation electrode cap defects in resistance spot welding

Xiaomin Zhao, Siow Hoo Leong, [ ... ], Zhijun Zuo

TinyAct: A framework for real-time action recognition in the cloud through distillation learning

Yupaporn Wanna, Kannika Wiratchawa, Thanapong Intharah

CDR-Net: A computerized framework to detect Alzheimer’s diseases and mild cognitive impairment

Ashik Mostafa Alvi, Siuly Siuly, Maria Cristina De-Cola, Hua Wang

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