Semi-Supervised Learning Enabled by Multiscale Deep Neural Network Inversion.
Randall BalestrieroHervé GlotinRichard G. BaraniukPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- multiscale
- neural network
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- improve the classification accuracy
- unsupervised learning
- semi supervised classification
- pattern recognition
- active learning
- graph based semi supervised learning
- co training
- image segmentation
- image processing
- image reconstruction
- label propagation
- transfer learning
- manifold regularization
- training data
- semi supervised learning algorithms
- computer vision
- regularization framework
- image representation
- learning models
- domain adaptation
- labeled and unlabeled data
- decision trees
- learning algorithm
- graph construction
- maximum likelihood
- learning tasks
- pairwise
- learning process