GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training.
Xinchi DengHan ShiRunhui HuangChanglin LiHang XuJianhua HanJames T. KwokShen ZhaoWei ZhangXiaodan LiangPublished in: ICCV (2023)
Keyphrases
- input data
- image data
- data sets
- statistical model
- test data
- experimental data
- data structure
- similarity measure
- prior knowledge
- bayesian framework
- prior information
- multiscale
- measured data
- training data
- energy function
- image content
- image processing
- probability distribution
- database
- specification language
- statistical methods
- image analysis
- data analysis
- confidence scores
- reconstruction method
- tensor field
- measurement data
- single image
- feature points
- edge detection
- input image
- image features
- data points
- probabilistic model
- data sources
- image retrieval
- high quality