Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.
Jiawei YangHanbo ChenJiangpeng YanXiaoyu ChenJianhua YaoPublished in: ICLR (2022)
Keyphrases
- image classification
- supervised learning
- input image
- incremental learning
- three dimensional
- image database
- ground truth
- image analysis
- image collections
- visual object recognition
- learning process
- image data
- feature vectors
- learning algorithm
- object recognition
- learning tasks
- classification accuracy
- image registration
- feature space
- pattern recognition
- learning phase
- feature points
- test images
- multi class
- image regions
- decision trees
- feature selection