Tradeoffs in Data Augmentation: An Empirical Study.
Raphael Gontijo LopesSylvia J. SmullinEkin Dogus CubukEthan DyerPublished in: ICLR (2021)
Keyphrases
- data sets
- data sources
- synthetic data
- data structure
- data analysis
- data collection
- database
- training data
- raw data
- case study
- knowledge discovery
- image data
- multimedia data
- original data
- missing values
- data distribution
- application domains
- missing data
- data processing
- data mining techniques
- small number
- prior knowledge
- data mining