Too Large; Data Reduction for Vision-Language Pre-Training.
Alex Jinpeng WangKevin Qinghong LinDavid Junhao ZhangStan Weixian LeiMike Zheng ShouPublished in: CoRR (2023)
Keyphrases
- data reduction
- data compression
- knowledge discovery
- preprocessing
- classification rules
- data analysis
- classification accuracy
- representative subset
- feature selection
- rough set theory
- training set
- model selection
- data mining
- singular value decomposition
- computer vision
- image processing
- high dimensionality
- genetic algorithm
- instance selection
- microarray
- supervised learning
- expert systems
- data quality
- neural network