Adaptive Discriminative Generative Model and Its Applications.
Ruei-Sung LinDavid A. RossJongwoo LimMing-Hsuan YangPublished in: NIPS (2004)
Keyphrases
- generative model
- discriminative models
- discriminative learning
- generative and discriminative models
- semi supervised
- probabilistic model
- fisher kernel
- mixture model
- bayesian framework
- em algorithm
- discriminatively trained
- topic models
- expectation maximization
- latent space
- posterior probability
- latent dirichlet allocation
- sparse coding
- conditional random fields
- prior knowledge
- maximum entropy principle
- unsupervised learning
- machine learning
- semi supervised learning
- pairwise