Discriminative Training of Conditional Random Fields with Probably Submodular Constraints.
Maxim BermanMatthew B. BlaschkoPublished in: Int. J. Comput. Vis. (2020)
Keyphrases
- conditional random fields
- discriminative training
- hidden markov models
- graphical models
- sequence labeling
- probabilistic model
- information extraction
- crf model
- structured prediction
- markov random field
- pairwise
- probabilistic interpretation
- web page prediction
- higher order
- maximum likelihood
- generative model
- log linear models
- posterior probability
- sequence classification
- computer vision
- segmentation method
- energy minimization
- speech recognition
- bayesian networks
- image processing
- contextual features
- machine learning