Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning.
Mehdi SajjadiMehran JavanmardiTolga TasdizenPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- semi supervised classification
- supervised learning
- active learning
- machine learning
- unsupervised learning
- label propagation
- co training
- semi supervised learning algorithms
- learning problems
- labeled and unlabeled data
- graph laplacian
- training data
- domain adaptation
- improve the classification accuracy
- semi supervised learning methods
- graph based semi supervised learning
- learning models
- multi view
- pairwise
- reproducing kernel hilbert space
- class labels
- training set
- object recognition