SapAugment: Learning A Sample Adaptive Policy for Data Augmentation.
Ting-Yao HuAshish ShrivastavaJen-Hao Rick ChangHema KoppulaStefan BraunKyuyeon HwangOzlem KalinliOncel TuzelPublished in: CoRR (2020)
Keyphrases
- data collection
- learning algorithm
- data sets
- data analysis
- learning systems
- original data
- data distribution
- learning process
- active learning
- background knowledge
- image data
- small number
- database
- data samples
- test data
- learning problems
- sensor data
- raw data
- synthetic data
- computer systems
- knowledge acquisition
- data points
- probability distribution
- prior knowledge
- learning capabilities
- training data
- adaptive learning
- adaptive control
- statistical analysis
- experimental data
- missing data
- reinforcement learning
- input data
- supervised learning
- high dimensional
- data structure