Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning

Juan Miguel Valverde, Artem Shatillo, Jussi Tohka

We introduce Sauron, a filter pruning method that eliminates redundant feature maps of convolutional neural networks (CNNs). Sauron optimizes, jointly with the loss function, a reg…