From Correlation to Imagination: Deep Generative Models for Artificial Intelligence.
Joan SerràPublished in: CCIA (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- discriminative learning
- semi supervised
- hierarchical hidden markov models
- mixture model
- deep belief networks
- em algorithm
- conditional random fields
- prior knowledge
- maximum entropy principle
- topic models
- machine learning
- hidden variables
- hierarchical models
- generative and discriminative models
- object categories
- expectation maximization
- deep learning
- higher order
- natural language processing
- natural language
- learning algorithm