Few-shot learning through contextual data augmentation.
Farid ArthaudRachel BawdenAlexandra BirchPublished in: EACL (2021)
Keyphrases
- image data
- synthetic data
- data collection
- data sets
- human experts
- data analysis
- database
- data distribution
- learning process
- prior knowledge
- data sources
- hidden variables
- learning models
- learning systems
- online learning
- data points
- data structure
- training data
- reinforcement learning
- missing data
- databases
- learning algorithm
- data quality
- original data
- raw data
- learning tasks
- small number
- data model
- knowledge acquisition
- semi supervised
- input data
- data mining techniques