Conditional Random Field Autoencoders for Unsupervised Structured Prediction.
Waleed AmmarChris DyerNoah A. SmithPublished in: CoRR (2014)
Keyphrases
- structured prediction
- conditional random fields
- restricted boltzmann machine
- graphical models
- hidden markov models
- crf model
- probabilistic model
- structured output
- efficient inference
- image labeling
- information extraction
- exact inference
- max margin
- pairwise
- markov networks
- generative model
- unsupervised learning
- markov random field
- higher order
- denoising
- approximate inference
- semi supervised
- maximum margin
- superpixels
- supervised learning
- segmentation method
- max margin learning
- information retrieval
- learning algorithm