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: New Gener. Comput. (2020)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- posterior probability
- prior knowledge
- hidden variables
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- discriminative models
- topic models
- latent dirichlet allocation
- maximum entropy principle
- representational power
- bayesian networks
- expectation maximization
- graphical models
- object detection
- semi supervised
- hidden markov models
- generative and discriminative models