Generative replay with feedback connections as a general strategy for continual learning

GM Van de Ven, AS Tolias - arXiv preprint arXiv:1809.10635, 2018 - arxiv.org
A major obstacle to developing artificial intelligence applications capable of true lifelong
learning is that artificial neural networks quickly or catastrophically forget previously learned …

[PDF][PDF] Generative replay with feedback connections as a general strategy for continual learning

GM van de Ven, AS Tolias - arXiv preprint arXiv:1809.10635, 2018 - researchgate.net
Standard artificial neural networks suffer from the well-known issue of catastrophic
forgetting, making continual or lifelong learning problematic. Recently, numerous methods …

Generative replay with feedback connections as a general strategy for continual learning

GM van de Ven, AS Tolias - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
A major obstacle to developing artificial intelligence applications capable of true lifelong
learning is that artificial neural networks quickly or catastrophically forget previously learned …

[PDF][PDF] Generative replay with feedback connections as a general strategy for continual learning

GM van de Ven, AS Tolias - arXiv preprint arXiv:1809.10635, 2018 - lirias.kuleuven.be
A major obstacle to developing artificial intelligence applications capable of true lifelong
learning is that artificial neural networks quickly or catastrophically forget previously learned …