Deep Learning, Machine Learning, Computer Vision, Artificial Intelligence, Medical Imaging.
different regularization effects: encoder-decoder alone (EncDec), EncDec with VAE branch (VAEseg), EncDec with boundary attention branch (Boundseg), and EncDec with CPC branch (CPCseg). The results in Table 4s suggest that when the amount of labeled data is small, the regularization branch with