Actively Avoiding Nonsense in Generative Models.
Steve HannekeAdam Tauman KalaiGautam KamathChristos TzamosPublished in: COLT (2018)
Keyphrases
- image segmentation
- generative model
- expectation maximization
- probabilistic model
- discriminative models
- mixture model
- em algorithm
- markov random field
- prior knowledge
- discriminative learning
- active learning
- conditional random fields
- maximum entropy principle
- hierarchical hidden markov models
- semi supervised
- topic models
- object categories
- hidden variables
- supervised learning
- graphical models
- data sets
- object recognition