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- ...


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