Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition.
Xueying ShiYueming JinQi DouPheng-Ann HengPublished in: Medical Image Anal. (2021)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- label propagation
- class labels
- supervised learning
- unsupervised learning
- co training
- labeled examples
- labeled and unlabeled data
- semi supervised classification
- active learning
- text categorization
- unlabeled instances
- multi instance learning
- machine learning
- improve the classification accuracy
- training data
- transfer learning
- multi instance
- object recognition
- label information
- data points
- manifold regularization
- number of labeled examples
- text classification
- semi supervised learning algorithms
- domain adaptation
- multi label
- training examples
- unlabeled examples
- supervised learning algorithms
- semi supervised learning methods
- labeled training data
- learning models
- semi supervised clustering
- pairwise constraints
- decision boundary
- positive examples
- multi view
- prior knowledge
- training set
- similarity measure
- learning algorithm
- information retrieval