* To appear in the Journal of Machine Vision and Applications,
Springer. This work is an extended version of our previous work
arXiv:1801.10447, "Recovering from Random Pruning: On the Plasticity of Deep
Convolutional Neural Networks", accepted at WACV 2018 Access Paper or Ask Questions