Semi-Supervised Learning with Scarce Annotations.
Sylvestre-Alvise RebuffiSébastien EhrhardtKai HanAndrea VedaldiAndrew ZissermanPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- unsupervised learning
- manifold regularization
- image annotation
- semi supervised classification
- co training
- label propagation
- labeled examples
- regularization framework
- text categorization
- learning problems
- active learning
- improve the classification accuracy
- graph construction
- metric learning
- user generated
- labeled and unlabeled data
- training data
- pattern recognition
- semi supervised learning algorithms
- decision trees
- domain adaptation
- transfer learning
- unlabeled samples
- pairwise
- text classification
- semi supervised learning methods