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