Why Are Conditional Generative Models Better Than Unconditional Ones?
Fan BaoChongxuan LiJiacheng SunJun ZhuPublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- prior knowledge
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- maximum entropy principle
- semi supervised
- expectation maximization
- data sets
- discriminative methods
- topic models
- supervised learning
- conditional random fields
- conditional probabilities
- object categories
- maximum entropy
- hidden variables
- image features
- bayesian networks
- information retrieval
- higher order
- generative and discriminative models
- text classification