On Unifying Deep Generative Models.
Zhiting HuZichao YangRuslan SalakhutdinovEric P. XingPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- discriminative learning
- mixture model
- discriminative models
- prior knowledge
- deep learning
- em algorithm
- conditional random fields
- maximum entropy principle
- topic models
- information retrieval
- hidden variables
- unsupervised learning
- machine learning
- hierarchical hidden markov models
- expectation maximization
- object categories
- semi supervised
- object recognition
- object parts
- reinforcement learning
- computer vision
- learning algorithm
- hierarchical models
- generative and discriminative models