Empirical Perspectives on One-Shot Semi-supervised Learning.
Leslie N. SmithAdam ConovaloffPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- machine learning
- unlabeled data
- labeled data
- supervised learning
- manifold regularization
- unsupervised learning
- co training
- semi supervised classification
- active learning
- learning problems
- training data
- label propagation
- improve the classification accuracy
- labeled examples
- learning models
- domain adaptation
- semi supervised learning methods
- learning algorithm
- graph based semi supervised learning
- labeled and unlabeled data
- image segmentation
- kernel methods
- transfer learning
- class labels
- computer vision