Spatial Transformer Networks
GPTKB entity
Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:appliesTo |
handwritten digit recognition
image classification object detection image captioning |
| gptkbp:arXivID |
1506.02025
|
| gptkbp:citation |
over 5000
|
| gptkbp:component |
sampler
grid generator localization network |
| gptkbp:designedFor |
spatial manipulation of data within neural networks
|
| gptkbp:enables |
end-to-end training
differentiable image warping spatial invariance |
| https://www.w3.org/2000/01/rdf-schema#label |
Spatial Transformer Networks
|
| gptkbp:introduced |
gptkb:Andrew_Zisserman
gptkb:Karen_Simonyan Max Jaderberg |
| gptkbp:introducedIn |
2015
|
| gptkbp:notablePublication |
gptkb:Spatial_Transformer_Networks
|
| gptkbp:publishedIn |
gptkb:NIPS_2015
|
| gptkbp:relatedTo |
affine transformations
image alignment attention mechanisms |
| gptkbp:url |
https://arxiv.org/abs/1506.02025
|
| gptkbp:usedIn |
convolutional neural networks
deep learning recurrent neural networks |
| gptkbp:bfsParent |
gptkb:NeurIPS_2015
|
| gptkbp:bfsLayer |
6
|