Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models.
Atsushi NitandaTaiji SuzukiPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- discriminatively trained
- mixture model
- discriminative learning
- discriminative models
- prior knowledge
- conditional random fields
- hierarchical hidden markov models
- em algorithm
- maximum entropy principle
- object detection
- semi supervised
- topic models
- training examples
- expectation maximization
- restricted boltzmann machine
- representational power
- generative and discriminative models
- unsupervised learning
- structured prediction
- supervised learning