Explaining in Style: Training a GAN to explain a classifier in StyleSpace.
Oran LangYossi GandelsmanMichal YaromYoav WaldGal ElidanAvinatan HassidimWilliam T. FreemanPhillip IsolaAmir GlobersonMichal IraniInbar MosseriPublished in: ICCV (2021)
Keyphrases
- training set
- training process
- training samples
- training examples
- training data
- supervised training
- feature selection and classifier
- classifier training
- training dataset
- training set size
- classification performances
- test set
- multi layer perceptron
- training phase
- feature selection
- training procedure
- avoid overfitting
- fully labeled
- classification method
- support vector
- svm classifier
- supervised learning
- support vector machine
- data sets
- learning phase
- labeled training data
- feature space
- training algorithm
- training and test data
- ground truth labels
- training and test sets
- boosted classifiers
- color images
- semi supervised
- feature set
- classifier combination
- classifier systems
- classification algorithm
- linear classifiers
- classification scheme