Gradient Regularization with Multivariate Distribution of Previous Knowledge for Continual Learning.
Tae-Heon KimHyung-Jun MoonSung-Bae ChoPublished in: IDEAL (2022)
Keyphrases
- knowledge acquisition
- learning systems
- learning process
- prior knowledge
- knowledge base
- domain knowledge
- background knowledge
- stochastic gradient descent
- procedural knowledge
- multiple tasks
- organizational learning
- learning algorithm
- mobile learning
- learning tasks
- online learning
- subject matter
- effective learning
- markov random field
- knowledge management
- gradient method
- learned knowledge
- knowledge representation
- acquire knowledge