A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation

Robin Brügger, Christian F. Baumgartner, Ender Konukoglu

One of the key drawbacks of 3D convolutional neural networks for segmentation is their memory footprint, which necessitates compromises in the network architecture in order to fit…