Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution.
Zeynep ÖzdemirHacer Yalim KelesÖmer Özgür TanriöverPublished in: CoRR (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- transfer knowledge
- cross domain learning
- labeled data
- learning algorithm
- transferring knowledge
- machine learning
- supervised learning
- reinforcement learning
- multi task learning
- multi task
- active learning
- text classification
- labeled and unlabeled data
- previously learned
- machine learning algorithms
- long tail
- learning problems
- cross domain
- domain adaptation
- semi supervised learning
- training and test data
- decision trees
- text categorization
- target domain
- unlabeled data
- prior knowledge
- model selection
- collaborative filtering
- support vector machine
- multitask learning
- training set
- feature space
- training data
- feature selection
- information retrieval