Jong-Yeong Kim

Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network

Continual learning has been a major problem in the deep learning community, where the main challenge is how to effectively learn a series of newly arriving tasks without forgetting the knowledge of previous tasks. Initiated by Learning without Forgetting (LwF), many of the existing works report that…