Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:architecture |
gptkb:convolutional_neural_network
|
| gptkbp:citation |
over 5000
|
| https://www.w3.org/2000/01/rdf-schema#label |
SRResNet
|
| gptkbp:influenced |
subsequent super-resolution models
|
| gptkbp:input |
low-resolution image
|
| gptkbp:introduced |
gptkb:Jose_Caballero
gptkb:Andrew_Cunningham gptkb:Zehan_Wang gptkb:Alejandro_Acosta gptkb:Alykhan_Tejani gptkb:Andrew_Aitken gptkb:Christian_Ledig gptkb:Ferenc_Huszár gptkb:Johannes_Totz gptkb:Lucas_Theis gptkb:Wenzhe_Shi |
| gptkbp:introducedIn |
2016
|
| gptkbp:lossFunction |
mean squared error
|
| gptkbp:notablePublication |
gptkb:Photo-Realistic_Single_Image_Super-Resolution_Using_a_Generative_Adversarial_Network
|
| gptkbp:output |
high-resolution image
|
| gptkbp:platform |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:publishedIn |
gptkb:CVPR_2017
|
| gptkbp:relatedTo |
gptkb:SRGAN
|
| gptkbp:usedFor |
image super-resolution
|
| gptkbp:uses |
residual blocks
|
| gptkbp:bfsParent |
gptkb:VDSR
|
| gptkbp:bfsLayer |
6
|