An Empirical Study of Generative Models with Encoders.
Paul K. RubensteinYunpeng LiDominik RoblekPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- prior knowledge
- discriminative models
- em algorithm
- conditional random fields
- discriminative learning
- semi supervised
- maximum entropy principle
- hierarchical hidden markov models
- hidden variables
- representational power
- boltzmann machine
- generative and discriminative models
- naive bayes models
- semi supervised learning
- object categories
- topic models
- machine learning
- expectation maximization
- pairwise
- object recognition
- image processing
- computer vision
- information retrieval