Training Discriminative Models to Evaluate Generative Ones.
Timothée LesortJean-François GoudouDavid FilliatPublished in: CoRR (2018)
Keyphrases
- discriminative models
- generative model
- semi supervised learning
- hybrid generative discriminative
- discriminative learning
- probabilistic model
- generative and discriminative models
- learning tasks
- probabilistic boosting tree
- conditional random fields
- semi supervised
- supervised learning
- language modeling
- image statistics
- structured prediction
- training examples
- training set
- training data
- conditional probabilities
- unlabeled data
- training samples
- pairwise
- higher order
- multiscale
- complex domains
- decision trees
- unsupervised learning
- em algorithm
- image segmentation