Deep Polynomial Neural Networks

Deep convolutional neural networks (DCNNs) are currently the method of choice both for generative, as well as for discriminative learning in computer vision and machine learning. The success of DCNNs can be attributed to the careful selection of their building blocks (e.g., residual blocks, rectifie...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 8 vom: 11. Aug., Seite 4021-4034
1. Verfasser: Chrysos, Grigorios G (VerfasserIn)
Weitere Verfasser: Moschoglou, Stylianos, Bouritsas, Giorgos, Deng, Jiankang, Panagakis, Yannis, Zafeiriou, Stefanos
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't