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