Before revision: Continual Learning (CL) algorithms have recently received a lot of attention as they attempt to overcome the need to train with an i.i.d. sample from some unknown target data distribution.
After revision: Learning a sequence of tasks without access to i.i.d. sample from some unknown target data distribution.