FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning.
Zhuo HuangLi ShenJun YuBo HanTongliang LiuPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- active learning
- semi supervised classification
- text classification
- co training
- transfer learning
- supervised learning
- training data
- labeled and unlabeled data
- labeled examples
- labeled training data
- label propagation
- abundant unlabeled data
- training examples
- class labels
- text categorization
- semi supervised learning methods
- supervised learning algorithms
- data points
- learning problems
- learning models
- machine learning
- regularization framework
- multi instance
- labeled instances
- unlabeled examples
- domain adaptation
- prior knowledge
- number of labeled examples
- semisupervised learning
- label information
- unlabeled documents
- semi supervised learning algorithms
- pairwise constraints
- learning tasks
- dimensionality reduction
- partially labeled data
- metric learning
- semi supervised clustering
- instance selection
- training samples
- unsupervised learning
- information retrieval