Inverting Deep Generative models, One layer at a time.
Qi LeiAjil JalalInderjit S. DhillonAlexandros G. DimakisPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- mixture model
- deep belief networks
- em algorithm
- prior knowledge
- discriminative models
- discriminative learning
- conditional random fields
- hierarchical hidden markov models
- expectation maximization
- object categories
- restricted boltzmann machine
- semi supervised
- deep learning
- maximum entropy principle
- topic models
- training data
- hidden variables
- representational power
- generative and discriminative models
- semi supervised learning
- computer vision
- hidden markov models
- k means
- image segmentation
- feature selection