Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification.
Jinxi XiangJun ZhangPublished in: ICLR (2023)
Keyphrases
- low rank
- multiple instance learning
- image classification
- semi supervised
- multiple instance
- linear combination
- convex optimization
- missing data
- supervised learning
- matrix factorization
- singular value decomposition
- multi class
- image annotation
- semi supervised learning
- visual features
- multi label
- image features
- image representation
- feature extraction
- high dimensional data
- labeled data
- sparse representation
- unsupervised learning
- class labels
- unlabeled data
- high order
- visual words
- pairwise
- sparse coding
- active learning
- text categorization
- image processing
- latent variables
- graph cuts
- markov random field
- higher order