CGT: Consistency Guided Training in Semi-Supervised Learning.
Nesreen HasanFarzin GhorbanJörg VeltenAnton KummertPublished in: VISIGRAPP (5: VISAPP) (2022)
Keyphrases
- semi supervised learning
- supervised learning
- unlabeled data
- semi supervised
- labeled data
- labeled training data
- number of labeled examples
- co training
- unsupervised learning
- covariate shift
- training examples
- manifold regularization
- labeled examples
- training data
- semi supervised classification
- machine learning
- labeled instances
- learning problems
- active learning
- training set
- label propagation
- labeled and unlabeled data
- training process
- domain adaptation
- regularization framework
- improve the classification accuracy
- semi supervised learning algorithms
- semi supervised learning methods
- graph based semi supervised learning
- metric learning
- graph construction
- multiple instance learning
- learning models
- data mining
- neural network
- transfer learning
- class labels
- training samples
- text classification
- reinforcement learning