Training Discriminative Models to Evaluate Generative Ones.
Timothée LesortAndrei StoianJean-François GoudouDavid FilliatPublished in: ICANN (3) (2019)
Keyphrases
- discriminative models
- generative model
- semi supervised learning
- discriminative learning
- hybrid generative discriminative
- probabilistic model
- probabilistic boosting tree
- learning tasks
- generative and discriminative models
- conditional random fields
- supervised learning
- image statistics
- language modeling
- semi supervised
- structured prediction
- conditional probabilities
- training examples
- training set
- em algorithm
- machine learning
- object categories
- natural images
- pairwise constraints
- expectation maximization
- graphical models
- support vector machine
- training data
- information retrieval