Efficient Continual Learning in Neural Networks with Embedding Regularization

Jary Pomponi, Simone Scardapane, Vincenzo Lomonaco +1

Continual learning of deep neural networks is a key requirement for scaling them up to more complex applicative scenarios and for achieving real lifelong learning of these architec…