SoftCTC $\unicode{x2013}$ Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels.
Martin KissMichal HradisKarel BenesPetr BuchalMichal KulaPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- label propagation
- unlabeled data
- semi supervised
- labeled examples
- labeled data
- unlabeled examples
- training data
- multi instance learning
- multi label classification
- partially labeled
- unlabeled samples
- co training
- semi supervised classification
- machine learning
- supervised learning
- class labels
- supervised classifiers
- text categorization
- unsupervised learning
- active learning
- domain adaptation
- pairwise constraints
- text documents
- semi supervised learning algorithms
- labeled samples
- manifold regularization
- pairwise
- labeled and unlabeled data
- labeled instances
- training examples
- learning models
- graph based semi supervised learning
- graph construction
- semi supervised clustering
- label information
- wordnet
- multi instance
- multiple instance learning
- metric learning
- multi view
- unlabeled instances
- semi supervised learning methods
- prior knowledge
- information retrieval