Episodic memory based continual learning without catastrophic forgetting for environmental sound classification.
Said KaramShanq-Jang RuanQazi Mazhar ul HaqLieber Po-Hung LiPublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- incremental learning
- learning algorithm
- supervised learning
- machine learning
- statistical learning
- learning process
- multi category
- learning problems
- online learning
- active learning
- support vector
- learning systems
- automatic classification
- classification scheme
- classification algorithm
- rule learning
- generalization capabilities
- knowledge acquisition
- pattern recognition
- prior knowledge
- image classification
- preprocessing
- learning phase
- neural network
- classification process
- learning rules
- dictionary learning
- inductive inference
- feature selection
- classification models
- inductive learning
- decision trees
- pattern classification
- benchmark datasets
- unsupervised learning
- model selection
- text classification