Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models.
Atsushi NitandaTaiji SuzukiPublished in: AISTATS (2018)
Keyphrases
- generative model
- probabilistic model
- discriminatively trained
- mixture model
- discriminative learning
- prior knowledge
- discriminative models
- conditional random fields
- em algorithm
- hierarchical hidden markov models
- generative and discriminative models
- training set
- semi supervised
- object categories
- training examples
- deep belief networks
- supervised learning
- language modeling
- bag of words
- data sets
- maximum entropy principle
- graphical models
- discriminative methods
- object recognition
- image processing