Incremental Learning(IL) is also referred to as: Continual Learning(CL), Life Long Learning(LLL), Online Learning(OL), Never Ending Learning(NEL).

Incremental learning aims to develop artificially intelligent systems that can continuously learn to address new tasks from new data while preserving knowledge learned from previously learned tasks.

Catastrophic Forgetting by Hung-yi Lee

Mitigating Catastrophic Forgetting by Hung-yi Lee

Awesome Incremental Learning Papers

Incremental Learning Papers