Boosting Supervised Learning in Small Data Regimes with Conditional GAN Augmentation.
Tetsuya IshikawaSimon StentPublished in: ICIP (2022)
Keyphrases
- data sets
- database
- original data
- small number
- unsupervised learning
- data collection
- data mining
- neural network
- computer systems
- synthetic data
- supervised learning
- knowledge discovery
- data analysis
- data sources
- experimental data
- test data
- data processing
- social networks
- learning algorithm
- missing data
- sensor data
- raw data
- data mining techniques
- statistical analysis
- input data
- probability distribution
- prior knowledge
- database systems
- image processing
- metadata
- machine learning