Self-Supervised Representation Learning: Introduction, advances, and challenges.
Linus EricssonHenry GoukChen Change LoyTimothy M. HospedalesPublished in: IEEE Signal Process. Mag. (2022)
Keyphrases
- learning algorithm
- online learning
- incremental learning
- reinforcement learning
- learning tasks
- recent advances
- learning systems
- unsupervised learning
- knowledge acquisition
- lessons learned
- learning process
- expert systems
- training data
- database
- key issues
- learning community
- paradigm shift
- supervised learning
- prior knowledge
- support vector
- bayesian networks
- information systems
- artificial intelligence