Pyramidal RoR for image classification

The Residual Networks of Residual Networks (RoR) exhibits excellent performance in the image classification task, but sharply increasing the number of feature map channels makes the characteristic information transmission incoherent, which losses a certain of information related to classification pr...

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Veröffentlicht in:	Cluster computing 2019-03, Vol.22 (Suppl 2), p.5115-5125
Hauptverfasser:	Zhang, Ke, Guo, Liru, Gao, Ce, Zhao, Zhenbing
Format:	Artikel
Sprache:	eng
Schlagworte:	Channels Classification Computer Communication Networks Computer Science Deep learning Feature maps Image classification Mapping Network management systems Networks Neural networks Operating Systems Optimization Processor Architectures Training
Online-Zugang:	Volltext
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