Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Neural network architecture component
|
| gptkbp:alsoKnownAs |
Residual connection
|
| gptkbp:arXivID |
1512.03385
|
| gptkbp:describedBy |
gptkb:Deep_Residual_Learning_for_Image_Recognition
|
| gptkbp:enables |
Identity mapping
Improved convergence |
| https://www.w3.org/2000/01/rdf-schema#label |
Skip Connection
|
| gptkbp:introduced |
gptkb:Shaoqing_Ren
gptkb:Xiangyu_Zhang gptkb:Jian_Sun gptkb:Kaiming_He |
| gptkbp:introducedIn |
gptkb:ResNet
2015 |
| gptkbp:operator |
Adds input to output of a layer
Bypasses one or more layers |
| gptkbp:purpose |
Enable training of deeper networks
Facilitate gradient flow Mitigate vanishing gradient problem |
| gptkbp:usedIn |
Deep learning
Convolutional neural networks Residual neural networks |
| gptkbp:bfsParent |
gptkb:Residual_Network
|
| gptkbp:bfsLayer |
7
|