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: CoRR (2023)
Keyphrases
- fine tuning
- weakly supervised
- information bottleneck
- image classification
- multi feature
- information theoretic
- object class
- topic models
- image representation
- bag of words
- superpixels
- image features
- visual features
- feature extraction
- image segmentation
- semi supervised
- relation extraction
- visual words
- mutual information
- sparse representation
- multi label
- object detection
- named entities
- multiscale
- viewpoint
- natural images
- domain specific