Improving Landmark Localization with Semi-Supervised Learning.
Sina HonariPavlo MolchanovStephen TyreePascal VincentChristopher Joseph PalJan KautzPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- landmark localization
- unlabeled data
- semi supervised
- labeled data
- unsupervised learning
- face detection
- supervised learning
- machine learning
- label propagation
- manifold regularization
- learning problems
- semi supervised classification
- labeled examples
- transfer learning
- training data
- active learning
- co training
- semi supervised learning algorithms
- graph based semi supervised learning
- learning models
- improve the classification accuracy
- regularization framework
- graph construction
- domain adaptation
- data sets
- dimension reduction
- real world
- labeled and unlabeled data
- metric learning
- feature extraction
- graph transduction