Conditional Random Fields (CRF)

Papers

• Lafferty et al. (2001): Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

• Kumar et al. (2003): Discriminative Fields for Modeling Spatial Dependencies in Natural Images​

Online Courses​

• Conditional Random Fields - Probabilistic Graphical Models (Professor Daphne Koller)​