Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:appliesTo |
computer vision
|
| gptkbp:arXivID |
2103.15808
|
| gptkbp:codeAvailableAt |
https://github.com/microsoft/CvT
|
| gptkbp:combines |
convolutional neural networks
transformers |
| gptkbp:contribution |
incorporates convolutional layers into transformer blocks
improves efficiency and performance over vanilla vision transformers |
| gptkbp:developedBy |
gptkb:Microsoft_Research
|
| gptkbp:fullName |
Convolutional vision Transformer
|
| https://www.w3.org/2000/01/rdf-schema#label |
CvT
|
| gptkbp:improves |
gptkb:ViT
|
| gptkbp:introducedIn |
2021
|
| gptkbp:notablePublication |
CvT: Introducing Convolutions to Vision Transformers
|
| gptkbp:usedFor |
image classification
object detection semantic segmentation |
| gptkbp:bfsParent |
gptkb:Vision_Transformer
|
| gptkbp:bfsLayer |
6
|