Neuro-SERKET: Development of Integrative Cognitive System through the Composition of Deep Probabilistic Generative Models.
Tadahiro TaniguchiTomoaki NakamuraMasahiro SuzukiRyo KuniyasuKaede HayashiAkira TaniguchiTakato HoriiTakayuki NagaiPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- mixture model
- posterior probability
- discriminative learning
- maximum entropy principle
- object categories
- discriminative models
- em algorithm
- hierarchical hidden markov models
- prior knowledge
- deep belief networks
- conditional random fields
- machine learning
- graphical models
- latent dirichlet allocation
- topic models
- expectation maximization
- representational power
- discriminative methods
- image processing