Deriving discriminative classifiers from generative models.
Elie AzerafEmmanuel MonfriniWojciech PieczynskiPublished in: CoRR (2022)
Keyphrases
- discriminative classifiers
- discriminative learning
- generative model
- parameter learning
- probabilistic model
- bayesian network classifiers
- mixture model
- em algorithm
- object categories
- prior knowledge
- maximum margin
- conditional random fields
- structured prediction
- weakly supervised
- semi supervised
- image set
- hidden variables
- data representation
- object detection
- image features
- hidden markov models