77 citations · 78 across the 2 of their papers we have counts for
3 papers
cs.LG2019★ 1 cited
Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing
Mohammed Amer, Tomás Maul
Lifelong learning is a very important step toward realizing robust autonomous artificial agents. Neural networks are the main engine of deep learning, which is the current state-of…
cs.LG2019★ 77 cited
A Review of Modularization Techniques in Artificial Neural Networks
Mohammed Amer, Tomás Maul
Artificial neural networks (ANNs) have achieved significant success in tackling classical and modern machine learning problems. As learning problems grow in scale and complexity, a…
cs.LG2019
Path Capsule Networks
Mohammed Amer, Tomás Maul
Capsule network (CapsNet) was introduced as an enhancement over convolutional neural networks, supplementing the latter's invariance properties with equivariance through pose estim…