Residual Learning

GPTKB entity

Statements (18)
Predicate Object
gptkbp:instanceOf Machine Learning Concept
gptkbp:address Degradation problem
gptkbp:appliesTo gptkb:Deep_Neural_Networks
gptkbp:author Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
gptkbp:citation gptkb:Deep_Residual_Learning_for_Image_Recognition
gptkb:CVPR
2016
gptkbp:enables Training of very deep networks
gptkbp:hasConcept Learning residual functions with reference to the layer inputs
https://www.w3.org/2000/01/rdf-schema#label Residual Learning
gptkbp:introduced gptkb:Kaiming_He
gptkbp:introducedIn 2015
gptkbp:publishedIn gptkb:CVPR_2016
gptkbp:relatedTo Identity Mapping
Skip Connections
gptkbp:usedIn gptkb:ResNet
gptkbp:bfsParent gptkb:Residual_Network
gptkbp:bfsLayer 7