SoftCTC - semi-supervised learning for text recognition using soft pseudo-labels.
Martin KissMichal HradisKarel BenesPetr BuchalMichal KulaPublished in: Int. J. Document Anal. Recognit. (2024)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- training data
- labeled examples
- labeled data
- multi label classification
- multi instance learning
- partially labeled
- unlabeled examples
- unlabeled samples
- semi supervised classification
- supervised learning
- class labels
- co training
- machine learning
- unsupervised learning
- text categorization
- graph based semi supervised learning
- text documents
- text mining
- pairwise
- multi instance
- manifold regularization
- labeled and unlabeled data
- training examples
- labeled instances
- supervised classifiers
- semi supervised learning methods
- label information
- multi label
- labeled samples
- semi supervised learning algorithms
- learning models
- unlabeled instances
- multiple instance learning
- active learning
- text classification
- transfer learning
- domain adaptation
- multi view
- pairwise constraints