Imad Eddine MAROUF*

Weighted Ensemble Models Are Strong Continual Learners

"In this work, we study the problem of continual learning (CL) where the goal is to learn a model on a sequence of tasks, under the assumption that the data from the previous tasks becomes unavailable while learning on the current task data. CL is essentially a balancing act between learning on the…