On the Quantitative Analysis of Decoder-Based Generative Models.
Yuhuai WuYuri BurdaRuslan SalakhutdinovRoger B. GrossePublished in: CoRR (2016)
Keyphrases
- quantitative analysis
- generative model
- qualitative analysis
- probabilistic model
- mixture model
- em algorithm
- qualitative evaluation
- discriminative models
- low complexity
- prior knowledge
- discriminative learning
- hierarchical hidden markov models
- qualitative and quantitative analysis
- conditional random fields
- maximum entropy principle
- hidden variables
- topic models
- semi supervised
- computer vision
- probability distribution
- pairwise
- object recognition