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Convolution

LiteCrackSeg: A lightweight hybrid CNN–transformer for efficient crack segmentation

Kaleb Amsalu Gobena, MD Youshuf Khan Rakib, [ ... ], Shengbing Ren

A multi-modal deep learning framework with GAN-based fusion for enhanced landslide detection

R. Srivats, Deepika Roselind Johnson, [ ... ], Abhiram Sharma

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

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

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

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