Inverting Deep Generative models, One layer at a time.
Qi LeiAjil JalalInderjit S. DhillonAlexandros G. DimakisPublished in: NeurIPS (2019)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- em algorithm
- mixture model
- hierarchical hidden markov models
- discriminative learning
- maximum entropy principle
- discriminative models
- conditional random fields
- prior knowledge
- expectation maximization
- generative and discriminative models
- machine learning
- deep learning
- topic models
- restricted boltzmann machine
- semi supervised