Bidirectional Recurrent Neural Networks as Generative Models.
Mathias BerglundTapani RaikoMikko HonkalaLeo KärkkäinenAkos VetekJuha KarhunenPublished in: NIPS (2015)
Keyphrases
- recurrent neural networks
- generative model
- probabilistic model
- neural network
- mixture model
- feed forward
- reservoir computing
- hierarchical hidden markov models
- discriminative models
- bayesian framework
- prior knowledge
- recurrent networks
- discriminative learning
- hidden layer
- conditional random fields
- maximum entropy principle
- semi supervised
- em algorithm
- echo state networks
- artificial neural networks
- object categories
- topic models
- generative and discriminative models
- bayesian networks
- back propagation
- semi supervised learning
- natural images
- active learning
- representational power