Knowledge Distillation Meets Open-Set Semi-Supervised Learning.
Jing YangXiatian ZhuAdrian BulatBrais MartínezGeorgios TzimiropoulosPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- manifold regularization
- supervised learning
- active learning
- unsupervised learning
- semi supervised classification
- machine learning
- co training
- transfer learning
- prior knowledge
- learning problems
- learning models
- text classification
- labeled examples
- training data
- domain adaptation
- graph based semi supervised learning
- knowledge representation
- labeled and unlabeled data
- label propagation
- probabilistic model
- regularization framework
- learning tasks
- data points
- semi supervised learning algorithms
- training set
- similarity measure