Kernel Continual Learning

         Mohammad Mahdi Derakhshani 1 Xiantong Zhen 1 2 Ling Shao 2 Cees G. M. Snoek 1

              Abstract                complete previously experienced tasks with minimal perfor-
    This paper introduces kernel continual learning, a     mance degradation. The fundamental challenge in continual
    simple but effective variant of continual learning     learning is catastrophic forgetting, which is caused by the
    that leverages the non-parametric nature of ker- ...