Generative Models: What do they know? Do they know things? Let's find out!
Xiaodan DuNicholas I. KolkinGreg ShakhnarovichAnand BhattadPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- hierarchical hidden markov models
- mixture model
- em algorithm
- discriminative learning
- discriminative models
- maximum entropy principle
- semi supervised
- prior knowledge
- representational power
- topic models
- hidden variables
- higher order
- conditional random fields
- object categories
- object parts
- boltzmann machine
- generative and discriminative models