Unifying generative and discriminative learning principles.
Jens KeilwagenJan GrauStefan PoschMarc StrickertIvo GrossePublished in: BMC Bioinform. (2010)
Keyphrases
- discriminative learning
- generative model
- bayesian network classifiers
- weakly supervised
- discriminatively trained
- discriminative models
- highly efficient
- discriminative methods
- object categories
- maximum margin
- image set
- pairwise constraints
- structured prediction
- object detection
- semi supervised
- conditional likelihood
- prior knowledge
- multiscale
- computer vision
- topic models
- probabilistic model