In this article, the effects of different parts of the U-Net on the segmentation ability are experimentally analyzed. Then a more efficient architecture, Half-UNet, is proposed. The proposed ...

In the new paper Understanding How Encoder-Decoder Architectures Attend, researchers from the University of Washington ... behaviour may also hold for that popular non-recurrent architecture. The ...