Continual Learning Should Move Beyond Incremental Classification

Rupert Mitchell, Antonio Alliegro, Raffaello Camoriano +17

Continual learning (CL) is the sub-field of machine learning concerned with accumulating knowledge in dynamic environments. So far, CL research has mainly focused on incremental cl…