Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher.
Hongyi WangLuyang LuoFang WangRuofeng TongYen-Wei ChenHongjie HuLanfen LinHao ChenPublished in: CoRR (2023)
Keyphrases
- instance level
- multiple instance
- multiple instance learning
- image classification
- multi class
- supervised learning
- semi supervised
- semi supervised learning
- diverse density
- class labels
- concept learning
- learning problems
- positive bags
- real valued
- image annotation
- image representation
- data sets
- support vector machine
- bag of words
- feature selection
- decision trees
- face recognition
- text categorization
- training samples
- feature space
- higher level
- multi modal
- prior knowledge