Semi-supervised Learning of Galaxy Morphology using Equivariant Transformer Variational Autoencoders.
Mizu Nishikawa-ToomeyLewis SmithYarin GalPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- dirichlet process mixture models
- denoising
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised classification
- supervised learning
- image processing
- image segmentation
- machine learning
- label propagation
- manifold regularization
- active learning
- graph based semi supervised learning
- learning models
- training data
- improve the classification accuracy
- semi supervised learning algorithms
- co training
- graph construction
- regularization framework
- semi supervised learning methods
- opinion detection
- expectation maximization
- learning environment
- face recognition
- computer vision