CNN2GNN : How to Bridge CNN With GNN

Thanks to extracting the intra-sample representation, the convolution neural network (CNN) has achieved excellent performance in vision tasks. However, its numerous convolutional layers take a higher training expense. Recently, graph neural networks (GNN), a bilinear model, have succeeded in explori...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 10 vom: 23. Sept., Seite 9367-9374
Auteur principal:	Jiao, Ziheng (Auteur)
Autres auteurs:	Zhang, Hongyuan, Li, Xuelong
Format:	Article en ligne
Langue:	English
Publié:	2025
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article