Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:vision-language_model
|
| gptkbp:architecture |
gptkb:transformation
|
| gptkbp:author |
gptkb:Faisal_Ahmed
Ahmed El Kholy Jingjing Liu Licheng Yu Linjie Li Yen-Chun Chen Yu Cheng Zhe Gan |
| gptkbp:citation |
over 1000 (as of 2023)
|
| gptkbp:developedBy |
gptkb:Microsoft_Research_Asia
|
| gptkbp:fullName |
Universal Image-Text Representation
|
| gptkbp:improves |
gptkb:LXMERT
gptkb:ViLBERT VisualBERT |
| gptkbp:inputModalities |
gptkb:illustrator
gptkb:text |
| gptkbp:introducedIn |
2019
|
| gptkbp:language |
English
|
| gptkbp:notablePublication |
UNITER: Learning Universal Image-Text Representations
|
| gptkbp:pretrainingTasks |
masked language modeling
image region alignment word-region alignment |
| gptkbp:publishedIn |
ECCV 2020
|
| gptkbp:repository |
https://github.com/ChenRocks/UNITER
|
| gptkbp:trainer |
image-text pairs
|
| gptkbp:usedFor |
visual reasoning
image-text retrieval visual question answering |
| gptkbp:bfsParent |
gptkb:UNITER_Award
|
| gptkbp:bfsLayer |
7
|
| https://www.w3.org/2000/01/rdf-schema#label |
UNITER
|