Stabilizing and Improving Training of Generative Adversarial Networks Through Identity Blocks and Modified Loss Function.
Mohamed FathallahMohamed SakrSherif El-EtribyPublished in: IEEE Access (2023)
Keyphrases
- loss function
- stochastic gradient descent
- pairwise
- support vector
- logistic regression
- learning to rank
- hinge loss
- risk minimization
- regularization term
- boosting framework
- generative model
- training algorithm
- reproducing kernel hilbert space
- training examples
- training process
- training set
- empirical risk
- training samples
- boosting algorithms
- multi class
- solution path
- information retrieval