Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
self-supervised learning algorithm
|
| gptkbp:application |
image classification
representation learning |
| gptkbp:approach |
self-supervised
|
| gptkbp:arXivID |
2006.07733
|
| gptkbp:citation |
high
|
| gptkbp:compatibleWith |
negative samples
|
| gptkbp:field |
gptkb:machine_learning
computer vision |
| gptkbp:fullName |
Bootstrap Your Own Latent
|
| https://www.w3.org/2000/01/rdf-schema#label |
BYOL
|
| gptkbp:introduced |
gptkb:DeepMind
|
| gptkbp:introducedIn |
2020
|
| gptkbp:lossFunction |
mean squared error
|
| gptkbp:notablePublication |
Grill et al., 2020
|
| gptkbp:relatedTo |
MoCo
SimCLR |
| gptkbp:trainer |
contrastive learning (without negatives)
|
| gptkbp:uses |
target network
momentum encoder online network |
| gptkbp:bfsParent |
gptkb:Bring_Your_Own_License_(BYOL)
|
| gptkbp:bfsLayer |
6
|