Improved Prototypical Semi-Supervised Learning with Foundation Models: Prototype Selection, Parametric vMF-SNE Pretraining and Multi-view Pseudolabelling.
Evelyn J. MannixHoward D. BondellPublished in: CoRR (2023)
Keyphrases
- multi view
- semi supervised learning
- semi supervised
- co training
- multi view learning
- single view
- labeled data
- multiple views
- unlabeled data
- learning models
- prototype selection
- three dimensional
- multi view semi supervised learning
- supervised learning
- d objects
- semi supervised learning algorithms
- machine learning
- semi supervised classification
- unsupervised learning
- training data
- label propagation
- active learning
- learning problems
- labeled and unlabeled data
- transfer learning
- pairwise
- metric learning
- data sets
- semi supervised learning methods
- feature selection
- object recognition
- text classification
- data points
- model selection