Sequential Training of GANs Against GAN-Classifiers Reveals Correlated "Knowledge Gaps" Present Among Independently Trained GAN Instances.
Arkanath PathakNicholas DufourPublished in: CVPR (2023)
Keyphrases
- training set
- trained classifiers
- training process
- multi layer perceptron
- domain knowledge
- training instances
- test set
- training samples
- knowledge base
- supervised training
- structuring elements
- expert systems
- training data
- decision trees
- svm classifier
- training stage
- knowledge acquisition
- knowledge management
- machine learning algorithms
- training examples
- data stream classification
- knowledge representation
- training set size
- boosted classifiers
- neural network
- discriminative classifiers
- highly correlated
- multilayer perceptron
- feature set
- multi class
- feature selection