Interpolation Consistency Training for Semi-Supervised Learning.
Vikas VermaAlex LambJuho KannalaYoshua BengioDavid Lopez-PazPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- unlabeled data
- labeled data
- number of labeled examples
- labeled training data
- active learning
- unsupervised learning
- training data
- semi supervised classification
- covariate shift
- training examples
- machine learning
- improve the classification accuracy
- label propagation
- co training
- training set
- semi supervised learning methods
- transfer learning
- manifold regularization
- graph based semi supervised learning
- labeled instances
- training process
- labeled examples
- semi supervised learning algorithms
- learning models
- domain adaptation
- multiple instance learning
- learning problems
- training samples
- learning algorithm
- supervised methods
- text classification
- graph construction
- unlabeled instances
- pairwise
- pattern recognition
- e learning