Do Deep Generative Models Know What They Don't Know?
Eric T. NalisnickAkihiro MatsukawaYee Whye TehDilan GörürBalaji LakshminarayananPublished in: ICLR (Poster) (2019)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- em algorithm
- mixture model
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- generative and discriminative models
- prior knowledge
- semi supervised
- maximum entropy principle
- topic models
- deep learning
- object categories
- graphical models
- hidden variables
- learning algorithm
- semi supervised learning
- expectation maximization
- representational power
- decision trees
- conditional random fields
- hierarchical models
- higher order
- probability distribution