Mohammad Amin Banayeean Zade

Generative vs. Discriminative: Rethinking The Meta-Continual Learning

Deep neural networks have achieved human-level capabilities in various learning tasks. However, they generally lose performance in more realistic scenarios like learning in a continual manner. In contrast, humans can incorporate their prior knowledge to learn new concepts efficiently without forgett…