Specifically, our network includes an encoder stage for extracting features from input ... purification of informative features through sufficient feature learning; and a decoder stage for effective ...

The network architecture of nnUNet is the same as that of UNet, following the encoder-decoder paradigm, which comprises a series of dense convolutional blocks. Skip connections are employed between ...

We designed a novel attention mechanism specifically suitable for network training and self-attention ... technical details in this section. Figure 1. The diagram of the 3DTU framework in an ...

PowSyBl diagram allows users to generate customizable network graph diagrams (denominated network-area diagrams in PowSyBl) and single-line diagrams in SVG format files. PowSyBl is part of the LF ...