Learning to Learn Task Transformations for Improved Few-Shot Classification.
Guangtao ZhengQiuling SuoMengdi HuaiAidong ZhangPublished in: SDM (2023)
Keyphrases
- decision trees
- unsupervised learning
- pattern recognition
- learning algorithm
- supervised learning
- learning process
- learning problems
- pattern classification
- feature vectors
- active learning
- reinforcement learning
- feature extraction
- incremental learning
- prior knowledge
- classification accuracy
- automatic classification
- support vector machine svm
- machine learning algorithms
- learning systems
- structured output
- learning phase
- efficient learning
- iterative learning
- model selection
- learning tasks
- classification method
- semi supervised learning
- data sets
- knowledge acquisition
- text classification
- image classification
- neural network