AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies.
Tsz-Him CheungDit-Yan YeungPublished in: ICLR (2022)
Keyphrases
- data sets
- prior knowledge
- database
- synthetic data
- data collection
- raw data
- data sources
- data quality
- reinforcement learning
- positive examples
- data points
- background knowledge
- training data
- hidden variables
- online learning
- statistical analysis
- original data
- human experts
- data distribution
- learning systems
- optimal policy
- positive data
- high dimensional data
- computer systems
- data processing
- input data
- data mining techniques
- probability distribution
- data model
- data analysis
- data structure
- high quality
- learning algorithm