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