A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities.
Yisheng SongTing WangSubrota K. MondalJyoti Prakash SahooPublished in: CoRR (2022)
Keyphrases
- incremental learning
- learning process
- supervised learning
- learning algorithm
- active learning
- knowledge acquisition
- learning tasks
- social networks
- online learning
- paradigm shift
- data sets
- lessons learned
- learning problems
- mobile learning
- detection algorithm
- visual features
- empirical studies
- bayesian networks
- decision trees
- real world
- neural network