Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers.
Guangyu RenMichalis LazarouJing YuanTania StathakiPublished in: CVPR Workshops (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- level set
- segmentation algorithm
- co training
- semi supervised classification
- unsupervised learning
- training data
- active learning
- manifold regularization
- machine learning
- image segmentation
- improve the classification accuracy
- segmentation method
- medical images
- label propagation
- semi supervised learning algorithms
- transfer learning
- learning models
- domain adaptation
- semi supervised learning methods
- object segmentation
- graph based semi supervised learning
- labeled and unlabeled data
- regularization framework
- learning tasks
- multi view