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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 10 vom: 23. Sept., Seite 9367-9374
1. Verfasser: Jiao, Ziheng (VerfasserIn)
Weitere Verfasser: Zhang, Hongyuan, Li, Xuelong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article