KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce.
Qinjin JiaYang LiuDaoping WuShaoyuan XuHuidong LiuJinmiao FuRoland VollgrafBryan WangPublished in: ACL (industry) (2023)
Keyphrases
- input image
- image data
- domain experts
- single image
- image classification
- image features
- image segmentation
- template matching
- image content
- image pixels
- image analysis
- domain knowledge
- multiscale
- expert systems
- image representation
- image collections
- formal representation
- spatial information
- knowledge management
- image retrieval
- test images
- knowledge base
- complex domains
- image regions
- acquisition process
- segmentation method
- labeled images
- high resolution
- electronic commerce
- keypoints
- segmentation algorithm
- hough transform
- knowledge acquisition
- domain ontology
- domain specific
- programming language
- supervised learning
- low level
- conceptual graphs
- multiresolution
- training set
- natural language
- similarity measure