Deep Learning, Machine Learning, Computer Vision, Artificial Intelligence, Medical Imaging.
ssCPCseg outperformed all other regularization methods, including the fully supervised state-of-the-art model, VAEseg, in regions with small labeled data. These results suggest that semi-supervised methods using CPC branches can provide state-of-the-art performance when the amount of annotated data