Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm.
Yangguang LiFeng LiangLichen ZhaoYufeng CuiWanli OuyangJing ShaoFengwei YuJunjie YanPublished in: ICLR (2022)
Keyphrases
- image data
- data sets
- input data
- high quality
- data analysis
- image analysis
- satellite images
- training samples
- data collection
- image classification
- input image
- low level
- image features
- training and testing data
- single image
- database
- data sources
- high resolution
- training data
- image segmentation
- computer vision
- supervised learning
- programming language
- multiscale
- feature points
- similarity measure
- training examples
- spatial data
- prior information
- data mining
- neural network