When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation.
Ehsan KamallooMehdi RezagholizadehAli GhodsiPublished in: ACL (Findings) (2022)
Keyphrases
- data sets
- training data
- raw data
- data processing
- data collection
- probability distribution
- image data
- sensor data
- high quality
- original data
- data analysis
- database
- computer systems
- data quality
- data distribution
- input data
- data mining techniques
- small number
- data points
- data structure
- synthetic data
- data integration
- application domains
- experimental data
- data acquisition
- statistical methods
- video sequences
- noisy data
- complex data
- historical data