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

1 code implementation • 3 Jul 2021 • 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 the knowledge of previous tasks.

Class Incremental Learning Incremental Learning +1