Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification.
Honglin LiChenglu ZhuYunlong ZhangYuxuan SunZhongyi ShuiWenwei KuangSunyi ZhengLin YangPublished in: CVPR (2023)
Keyphrases
- fine tuning
- weakly supervised
- information bottleneck
- image classification
- multi feature
- information theoretic
- object class
- topic models
- bag of words
- relation extraction
- superpixels
- image representation
- semi supervised
- visual features
- image segmentation
- named entities
- feature extraction
- visual words
- image features
- multi label
- object detection
- sparse representation
- mutual information
- multi class
- bayesian networks
- multiple views
- viewpoint
- information extraction
- segmentation algorithm
- co occurrence