Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks.
Sijia WangYoojin ChoiJunya ChenMostafa El-KhamyRicardo HenaoPublished in: CoRR (2022)
Keyphrases
- learning systems
- prior knowledge
- knowledge acquisition
- learning process
- learning algorithm
- learned knowledge
- multiple tasks
- previously learned
- domain knowledge
- supervised learning
- transferring knowledge
- learning mechanisms
- automatic detection
- expert systems
- online learning
- anomaly detection
- transfer learning
- object detection
- complex domains
- knowledge level
- neural network
- labeled data
- acquire knowledge
- training data
- collaborative learning
- inductive inference
- knowledge transfer
- multi task
- concept maps
- human experts
- learning problems
- mobile learning
- knowledge based systems