Do Deep Generative Models Know What They Don't Know?
Eric T. NalisnickAkihiro MatsukawaYee Whye TehDilan GörürBalaji LakshminarayananPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- discriminative learning
- mixture model
- discriminative models
- em algorithm
- conditional random fields
- maximum entropy principle
- topic models
- prior knowledge
- semi supervised
- deep learning
- hidden variables
- hierarchical hidden markov models
- generative and discriminative models
- object categories
- expectation maximization
- unsupervised learning
- bag of words
- hidden markov models
- decision trees
- computer vision