Challenges in leveraging GANs for few-shot data augmentation.
Christopher BeckhamIssam H. LaradjiPau RodríguezDavid VázquezDerek NowrouzezahraiChristopher J. PalPublished in: CoRR (2022)
Keyphrases
- data sets
- data points
- data analysis
- data collection
- training data
- data sources
- data mining techniques
- synthetic data
- computer systems
- data processing
- input data
- database
- statistical analysis
- sensor data
- data distribution
- complex data
- image data
- small number
- prior knowledge
- data structure
- database systems
- real world
- neural network
- spatial data
- experimental data
- network structure