From Obstacle to Opportunity: Enhancing Semi-supervised Learning with Synthetic Data.
Zerun WangJiafeng MaoLiuyu XiangToshihiko YamasakiPublished in: CoRR (2024)
Keyphrases
- synthetic data
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- unsupervised learning
- machine learning
- data sets
- real image data
- semi supervised classification
- real world
- training data
- transfer learning
- learning problems
- co training
- learning models
- label propagation
- manifold regularization
- active learning
- labeled examples
- graph based semi supervised learning
- regularization framework
- semi supervised learning algorithms
- learning algorithm
- labeled and unlabeled data
- prior knowledge
- multi view learning
- graph construction