BLIP: Bootstrapped Language-Image Pre-training for Unified Vision-Language Understanding and Generation
GPTKB entity
Statements (34)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
vision-language model |
| gptkbp:architecture |
gptkb:transformation
gptkb:Vision_Transformer |
| gptkbp:author |
gptkb:Silvio_Savarese
Dongxu Li Junnan Li Steven Hoi |
| gptkbp:designedFor |
unified vision-language understanding
vision-language generation |
| gptkbp:field |
gptkb:artificial_intelligence
computer vision natural language processing |
| https://www.w3.org/2000/01/rdf-schema#label |
BLIP: Bootstrapped Language-Image Pre-training for Unified Vision-Language Understanding and Generation
|
| gptkbp:input |
gptkb:illustrator
gptkb:text |
| gptkbp:memiliki_tugas |
image captioning
image-text retrieval visual question answering |
| gptkbp:notableFor |
unified vision-language pre-training
state-of-the-art performance on vision-language tasks |
| gptkbp:organization |
gptkb:Salesforce_Research
|
| gptkbp:output |
gptkb:text
visual question answering image caption |
| gptkbp:pre-trainingMethod |
bootstrapped pre-training
|
| gptkbp:publicationYear |
2022
|
| gptkbp:publishedIn |
gptkb:arXiv
|
| gptkbp:relatedTo |
gptkb:ALIGN
gptkb:CLIP gptkb:ViLT |
| gptkbp:repository |
https://github.com/salesforce/BLIP
|
| gptkbp:bfsParent |
gptkb:BLIP
|
| gptkbp:bfsLayer |
7
|