Training Conditional Random Fields Using Transfer Learning for Gesture Recognition.
Jie LiuKai YuYi ZhangYalou HuangPublished in: ICDM (2010)
Keyphrases
- conditional random fields
- gesture recognition
- transfer learning
- hidden markov models
- structured prediction
- structure learning
- learning tasks
- labeled data
- graphical models
- error correcting output coding
- machine learning
- probabilistic model
- parameter learning
- human computer interaction
- cross domain
- multi task
- reinforcement learning
- semi supervised learning
- information extraction
- collaborative filtering
- text categorization
- supervised learning
- generative model
- web page prediction
- transfer knowledge
- text classification
- multi task learning
- learning algorithm
- markov networks
- markov random field
- higher order
- pairwise
- active learning
- training examples
- semi supervised
- unlabeled data
- training data
- training samples
- image segmentation
- feature vectors
- training set
- multitask learning
- data mining