Metrics for Deep Generative Models.
Nutan ChenAlexej KlushynRichard KurleXueyan JiangJustin BayerPatrick van der SmagtPublished in: AISTATS (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- discriminative models
- discriminative learning
- prior knowledge
- hierarchical hidden markov models
- semi supervised
- object categories
- conditional random fields
- generative and discriminative models
- maximum entropy principle
- hidden variables
- learned models
- deep belief networks
- expectation maximization
- learning tasks
- data sets
- higher order
- supervised learning
- discriminative methods
- bayesian networks
- computer vision