From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology.
Maximilian SpringenbergAnnika FrommholzMarkus WenzelEva WeickenJackie MaNils StrodthoffPublished in: CoRR (2022)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- learning algorithm
- machine learning models
- support vector
- pattern recognition
- learning problems
- decision trees
- loss function
- semi supervised learning
- learning tasks
- feature extraction
- supervised learning
- feature space
- real world
- feature selection
- conditional random fields
- svm classifier
- feature vectors
- support vector machine svm
- classification accuracy
- support vector machine
- model selection
- text classification
- image processing
- feature set
- dimension reduction
- computer vision
- genetic algorithm
- data sets