BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification.
Daniel SensArio SadafiFrancesco Paolo CasaleNassir NavabCarsten MarrPublished in: CoRR (2023)
Keyphrases
- multiple instance
- image classification
- single instance
- instance level
- bag of words
- multiple instance learning
- diverse density
- visual features
- learning problems
- concept learning
- real valued
- semi supervised learning
- image representation
- image features
- feature extraction
- multi label
- regression problems
- supervised learning
- semi supervised
- machine learning
- image annotation
- relational learning
- maximum margin
- multi instance
- multi instance learning
- active learning
- ranking functions
- multi class
- training data
- principal component analysis