Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes.
Amil DravidFlorian SchiffersYunan WuOliver CossairtAggelos K. KatsaggelosPublished in: ICASSP (2022)
Keyphrases
- image classification
- data sets
- data collection
- data processing
- training data
- data analysis
- high quality
- training examples
- small number
- data mining techniques
- training dataset
- database
- original data
- synthetic data
- statistical analysis
- input data
- learning algorithm
- data sources
- object recognition
- svm classifier
- extracted features
- data quality
- feature extraction
- raw data
- test data
- experimental data
- spatial data
- image data
- missing data
- data model
- training samples
- active learning
- end users
- probability distribution