Opening Deep Neural Networks with Generative Models.
Marcos VendraminiHugo N. OliveiraAlexei M. C. MachadoJefersson A. dos SantosPublished in: CoRR (2021)
Keyphrases
- generative model
- neural network
- probabilistic model
- discriminative learning
- deep belief networks
- mixture model
- hierarchical hidden markov models
- discriminative models
- artificial neural networks
- semi supervised
- em algorithm
- object categories
- back propagation
- generative and discriminative models
- conditional random fields
- hidden variables
- deep learning
- representational power
- image processing
- topic models
- unsupervised learning
- expectation maximization
- maximum entropy principle
- labeled data
- prior knowledge
- image segmentation