Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction

Tariq M. Khan, Syed S. Naqvi, Antonio Robles-Kelly +1

Compression of convolutional neural network models has recently been dominated by pruning approaches. A class of previous works focuses solely on pruning the unimportant filters to…