A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations.
Zehui ZhaoLaith AlzubaidiJinglan ZhangYe DuanYuantong GuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- reinforcement learning
- learning algorithm
- learning problems
- active learning
- supervised learning
- domain adaptation
- multi task learning
- multi task
- transfer knowledge
- high dimensional
- graph transduction
- unsupervised learning
- semi supervised learning
- transferring knowledge
- machine learning
- multiple tasks
- previously learned
- machine learning algorithms
- structure learning
- data sets
- knowledge representation
- learning process
- bayesian networks
- databases