Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images.
Yufei CuiZiquan LiuXiangyu LiuXue LiuCong WangTei-Wei KuoChun Jason XueAntoni B. ChanPublished in: ICLR (2023)
Keyphrases
- multiple instance learning
- image categorization
- image annotation
- object based image retrieval
- multiple instance
- multi class
- supervised learning
- image data
- image collections
- image understanding
- object recognition
- image recognition
- semi supervised
- image classification
- image content
- image features
- image database
- semi supervised learning
- small number
- image retrieval
- localized content based image retrieval
- diverse density
- concept learning
- visual features
- image set
- machine learning
- multi modal
- probabilistic model
- image analysis
- computer vision
- real valued
- feature selection