Untapped Potential of Data Augmentation: A Domain Generalization Viewpoint.
Vihari PiratlaShiv ShankarPublished in: CoRR (2020)
Keyphrases
- viewpoint
- data sets
- data analysis
- image data
- domain experts
- database
- high quality
- raw data
- complex data
- data quality
- original data
- data acquisition
- domain independent
- input data
- data mining techniques
- knowledge discovery
- training data
- data processing
- synthetic data
- application domains
- multiple views
- small number
- lighting conditions
- data sources
- data objects
- machine learning