Semi-supervised learning with explicit relationship regularization.
Kwang In KimJames TompkinHanspeter PfisterChristian TheobaltPublished in: CVPR (2015)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- machine learning
- unsupervised learning
- multi view learning
- supervised learning
- semi supervised classification
- label propagation
- training data
- kernel machines
- co training
- active learning
- graph laplacian
- learning problems
- learning models
- graph construction
- transfer learning
- improve the classification accuracy
- data sets
- semi supervised learning algorithms
- graph based semi supervised learning
- labeled and unlabeled data
- domain adaptation
- image reconstruction
- multi view
- pairwise
- similarity measure
- image segmentation
- learning algorithm