No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets.
Lorenzo BrigatoStavroula G. MougiakakouPublished in: CoRR (2023)
Keyphrases
- data sets
- complex data
- raw data
- data collection
- high quality
- small number
- synthetic data
- original data
- data structure
- experimental data
- data distribution
- knowledge discovery
- data analysis
- missing data
- attribute values
- input data
- statistical analysis
- complex structures
- labelled data
- image data
- prior knowledge
- support vector
- training data
- database systems
- data processing
- computer systems
- probability distribution
- hidden markov models
- sensor data
- artificial neural networks
- training set
- missing values
- training dataset
- decision trees
- social networks