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gptkbp:instanceOf
|
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
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
UNITER
|
|
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
gptkb:Visual_Question_Answering
|
|
gptkbp:bfsLayer
|
7
|