Semi-Supervised Learning with Scarce Annotations.
Sylvestre-Alvise RebuffiSébastien EhrhardtKai HanAndrea VedaldiAndrew ZissermanPublished in: CVPR Workshops (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- unsupervised learning
- co training
- learning problems
- semi supervised learning algorithms
- labeled examples
- active learning
- semi supervised learning methods
- training data
- manifold regularization
- label propagation
- graph based semi supervised learning
- transfer learning
- image annotation
- domain adaptation
- regularization framework
- pairwise
- labeled and unlabeled data
- text categorization
- improve the classification accuracy
- similarity measure
- text classification
- feature selection