Generative Models as Distributions of Functions.
Emilien DupontYee Whye TehArnaud DoucetPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- conditional random fields
- mixture model
- prior knowledge
- discriminative models
- generative and discriminative models
- em algorithm
- latent dirichlet allocation
- topic models
- hierarchical hidden markov models
- representational power
- semi supervised
- probability distribution
- object categories
- generative process
- hidden variables
- exponential family
- discriminatively trained
- random variables
- expectation maximization
- maximum entropy principle
- active learning
- discriminative methods
- image segmentation
- feature selection