Causal and compositional generative models in online perception.
Ilker YildirimMichael JannerMario BelledonneChristian WallravenWinrich FreiwaldJosh TenenbaumPublished in: CogSci (2017)
Keyphrases
- generative model
- generative and discriminative models
- probabilistic model
- mixture model
- discriminative learning
- em algorithm
- discriminative models
- prior knowledge
- representational power
- conditional random fields
- semi supervised
- hierarchical hidden markov models
- maximum entropy principle
- object categories
- topic models
- data sets
- hidden variables
- conditional probabilities
- expectation maximization
- machine learning