N2NSkip: Learning Highly Sparse Networks using Neuron-to-Neuron Skip Connections

Arvind Subramaniam, Avinash Sharma

The over-parametrized nature of Deep Neural Networks leads to considerable hindrances during deployment on low-end devices with time and space constraints. Network pruning strategi…