Metrics for Deep Generative Models.
Nutan ChenAlexej KlushynRichard KurleXueyan JiangJustin BayerPatrick van der SmagtPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- deep belief networks
- discriminative models
- maximum entropy principle
- em algorithm
- hierarchical hidden markov models
- prior knowledge
- learned models
- conditional random fields
- semi supervised
- object categories
- generative and discriminative models
- topic models
- expectation maximization
- image segmentation
- representational power
- discriminative methods
- object recognition