No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets.
Lorenzo BrigatoStavroula G. MougiakakouPublished in: ICCV (Workshops) (2023)
Keyphrases
- data sets
- raw data
- database
- small number
- data sources
- knowledge discovery
- data processing
- data collection
- missing data
- training dataset
- data mining tasks
- data quality
- data mining algorithms
- microarray
- synthetic data
- training examples
- image data
- high quality
- machine learning
- training samples
- data points
- data distribution
- artificial neural networks
- original data
- training set
- complex data