OrthoReg: Robust Network Pruning Using Orthonormality Regularization

10 Sep 2020Ekdeep Singh LubanaPuja TrivediConrad HougenRobert P. DickAlfred O. Hero

Network pruning in Convolutional Neural Networks (CNNs) has been extensively investigated in recent years. To determine the impact of pruning a group of filters on a network's accuracy, state-of-the-art pruning methods consistently assume filters of a CNN are independent... (read more)

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