On the Quantitative Analysis of Decoder-Based Generative Models.
Yuhuai WuYuri BurdaRuslan SalakhutdinovRoger B. GrossePublished in: ICLR (Poster) (2017)
Keyphrases
- quantitative analysis
- generative model
- probabilistic model
- qualitative analysis
- discriminative models
- hierarchical hidden markov models
- em algorithm
- discriminative learning
- mixture model
- low complexity
- qualitative and quantitative analysis
- prior knowledge
- generative and discriminative models
- semi supervised
- qualitative evaluation
- topic models
- conditional random fields
- natural images
- maximum entropy principle
- expectation maximization
- object categories
- representational power
- graphical models