Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
GPTKB entity
Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:author |
gptkb:Christian_Szegedy
gptkb:Sergey_Ioffe |
| gptkbp:citation |
high
|
| gptkbp:enables |
faster convergence
higher learning rates use of saturating nonlinearities |
| gptkbp:field |
gptkb:machine_learning
deep learning |
| gptkbp:hasMethod |
batch normalization
|
| https://www.w3.org/2000/01/rdf-schema#label |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
|
| gptkbp:influenced |
training of deep neural networks
|
| gptkbp:publicationYear |
2015
|
| gptkbp:publishedIn |
gptkb:International_Conference_on_Machine_Learning
|
| gptkbp:reduces |
internal covariate shift
|
| gptkbp:url |
https://arxiv.org/abs/1502.03167
|
| gptkbp:bfsParent |
gptkb:NeurIPS_2015
|
| gptkbp:bfsLayer |
6
|