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gptkbp:instanceOf
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Vision-and-Language Model
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gptkbp:architecture
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gptkb:transformation
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gptkbp:author
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Bokyung Son
Ildoo Kim
Wonjae Kim
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gptkbp:citation
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1000+
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gptkbp:designedFor
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Vision-and-Language Pretraining
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gptkbp:developedBy
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gptkb:NAVER_AI_Lab
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https://www.w3.org/2000/01/rdf-schema#label
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ViLT
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gptkbp:input
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gptkb:illustrator
gptkb:text
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gptkbp:introducedIn
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2021
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gptkbp:language
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English
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gptkbp:memiliki_tugas
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gptkb:Visual_Question_Answering
Image Captioning
Image-Text Retrieval
Visual Reasoning
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gptkbp:notableFor
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Efficient vision-and-language model
No convolutional or region-based visual backbone
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gptkbp:notablePublication
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https://arxiv.org/abs/2102.03334
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision
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gptkbp:openSource
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Yes
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gptkbp:pretrainingDataset
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gptkb:COCO
gptkb:Flickr30k
gptkb:VQA
NLVR2
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gptkbp:repository
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https://github.com/dandelin/ViLT
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gptkbp:uses
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Multimodal Transformer Encoder
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gptkbp:bfsParent
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gptkb:BLIP
gptkb:Vision-Language_Pretraining_research_community
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gptkbp:bfsLayer
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7
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