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: BIBM (2023)
Keyphrases
- learning models
- machine learning
- learning algorithm
- loss function
- learning problems
- semi supervised learning
- learning tasks
- classification models
- machine learning algorithms
- conditional random fields
- learning paradigms
- machine learning models
- data sets
- genetic algorithm
- hidden markov models
- active learning
- pairwise
- feature selection