Uncertainty Aware Sampling Framework of Weak-Label Learning for Histology Image Classification.
Asmaa AljuhaniIshya CasukhelaJany ChanDavid LiebnerRaghu MachirajuPublished in: MICCAI (2) (2022)
Keyphrases
- image classification
- learning process
- learning scheme
- online learning
- learning systems
- distance metric learning
- visual recognition
- reinforcement learning
- multi instance multi label learning
- learning mechanism
- design principles
- learning tasks
- multi label
- image features
- probabilistic model
- prior knowledge
- learning algorithm
- theoretical framework
- main contribution
- image representation
- knowledge acquisition
- active learning