Source-Guided Adversarial Learning and Data Augmentation for Domain Generalization.
Yujui ChenTse-Wei LinChiou-Ting HsuPublished in: SN Comput. Sci. (2020)
Keyphrases
- data analysis
- image data
- data sources
- data structure
- data sets
- database
- online learning
- data collection
- background knowledge
- prior knowledge
- experimental data
- raw data
- original data
- training data
- data distribution
- domain experts
- missing data
- learning systems
- statistical analysis
- learned models
- previously learned
- learning algorithm
- probability distribution
- learning process
- spatial data
- databases
- bayesian methods
- multiple sources
- high quality
- training set
- human experts
- learning tasks
- domain independent
- high dimensional
- input data
- sensor data
- active learning
- domain knowledge
- data points
- synthetic data
- training examples
- supervised learning
- domain specific
- knowledge acquisition