Jędrzej Kozal

Increasing Depth of Neural Networks for Life-long Learning

2022 · arXiv (Cornell University)

Purpose: We propose a novel method for continual learning based on the increasing depth of neural networks. This work explores whether extending neural network depth may be beneficial in a life-long learning setting. Methods: We …