Stabilizing Training of Generative Adversarial Networks through Regularization.
Kevin RothAurélien LucchiSebastian NowozinThomas HofmannPublished in: NIPS (2017)
Keyphrases
- recurrent networks
- complex networks
- early stopping
- machine learning
- training phase
- training process
- network structure
- training examples
- discriminatively trained
- discriminative training
- training algorithm
- generative model
- training set
- social networks
- data driven
- supervised learning
- multi agent
- network design
- heterogeneous networks
- feature selection
- neural network
- training samples
- recurrent neural networks
- network analysis
- training data
- restricted boltzmann machine
- data sets