SCOP: Scientific Control for Reliable Neural Network Pruning Y ehui Tang 1,2, Yunhe Wang

This paper proposes a reliable neural network pruning algorithm by setting up a scientific control. Existing pruning methods have developed various hypotheses to approximate the importance of filters to the network and then execute filter pruning accordingly.