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

Jong-Yeong Kim, Dong-Wan Choi

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…