Assessing and Enhancing Robustness of Deep Learning Models with Corruption Emulation in Digital Pathology.
Peixiang HuangSongtao ZhangYulu GanRui XuRongqi ZhuWenkang QinLimei GuoShan JiangLin LuoPublished in: CoRR (2023)
Keyphrases
- learning models
- learning tasks
- semi supervised learning
- machine learning
- learning algorithm
- loss function
- conditional random fields
- learning problems
- machine learning algorithms
- classification models
- machine learning models
- learning paradigms
- image segmentation
- intermediate concepts
- labeled data
- classification accuracy
- feature vectors
- training data
- image processing
- information retrieval