Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning model component
|
| gptkbp:architecture |
attention-based
|
| gptkbp:citation |
Flamingo: a Visual Language Model for Few-Shot Learning (2022)
Perceiver IO: A General Architecture for Structured Inputs & Outputs (2021) |
| gptkbp:enables |
efficient cross-attention
scalable multimodal learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Perceiver Resampler
|
| gptkbp:input |
gptkb:DVD
gptkb:illustrator multimodal data |
| gptkbp:introduced |
gptkb:DeepMind
|
| gptkbp:introducedIn |
2022
|
| gptkbp:output |
fixed-size latent array
|
| gptkbp:purpose |
efficiently process high-dimensional inputs
reduce input dimensionality |
| gptkbp:relatedTo |
transformer architecture
Perceiver architecture |
| gptkbp:usedIn |
gptkb:Perceiver_IO
Flamingo model |
| gptkbp:bfsParent |
gptkb:Hugging_Face_models
|
| gptkbp:bfsLayer |
7
|