One-Shot Generalization in Deep Generative Models.
Danilo Jimenez RezendeShakir MohamedIvo DanihelkaKarol GregorDaan WierstraPublished in: ICML (2016)
Keyphrases
- generative model
- probabilistic model
- mixture model
- representational power
- discriminative learning
- discriminative models
- em algorithm
- deep belief networks
- expectation maximization
- prior knowledge
- conditional random fields
- object categories
- hidden variables
- hierarchical hidden markov models
- efficient learning
- topic models
- deep learning
- generative and discriminative models
- semi supervised
- maximum entropy principle
- graphical models
- active learning
- learning algorithm
- discriminative methods
- machine learning