On Need for Topology Awareness of Generative Models.
Uyeong JangSusmit JhaSomesh JhaPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- hierarchical hidden markov models
- discriminative models
- em algorithm
- generative and discriminative models
- topic models
- maximum entropy principle
- hidden variables
- semi supervised
- prior knowledge
- object categories
- image segmentation
- boltzmann machine
- conditional random fields
- language model
- graphical models
- similarity measure
- representational power
- data sets
- expectation maximization