SapAugment: Learning A Sample Adaptive Policy for Data Augmentation.
Ting-Yao HuAshish ShrivastavaJen-Hao Rick ChangHema KoppulaStefan BraunKyuyeon HwangOzlem KalinliOncel TuzelPublished in: ICASSP (2021)
Keyphrases
- data sets
- data analysis
- learning algorithm
- prior knowledge
- knowledge discovery
- synthetic data
- image data
- test data
- data processing
- data sources
- data samples
- database
- hidden variables
- learning models
- data distribution
- data collection
- learning process
- data structure
- training data
- statistical analysis
- learning systems
- background knowledge
- spatial data
- experimental data
- online learning
- raw data
- data quality