AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters

Deep neural networks (DNNs) have achieved a significant success in many applications, ranging from image classification He et al. [2016] and object detection Ren et al. [2015] to self driving Maqueda et