A Dynamic Prompt-tuning Method for Data Augmentation with Associated Knowledge.
Qianqian QiQiming BaoAlex Yuxuan PengJiamou LiuMichael WitbrockPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- synthetic data
- prior knowledge
- missing data
- data sets
- knowledge discovery
- test data
- data processing
- input data
- raw data
- missing values
- pairwise
- prior information
- background knowledge
- data analysis
- data points
- human experts
- original data
- noisy data
- information loss
- dynamic environments
- extracted knowledge
- preprocessing
- computational complexity
- data structure
- significant improvement
- domain experts
- data sources
- statistical methods
- detection method
- training samples
- statistical analysis
- user input
- correlation analysis
- data mining process
- image data
- human knowledge
- image sequences
- data mining
- decision trees
- knowledge base
- database
- concept hierarchy
- knowledge management
- similarity measure
- segmentation method
- cost function
- high dimensional data
- probability distribution
- data collection
- knowledge acquisition
- knowledge representation
- data mining techniques
- feature set