CentraleSupe´lec, MICS, France {eva.feillet, gregoire.petit, adrian.popescu, marina.reyboz}@cea.fr, celine.hudelot@centralesupelec.fr Abstract Recent class-incremental learning methods combine deep neural architectures and learning algorithms to han- dle streaming data under memory and computa...