Deep Learning, Machine Learning, Computer Vision, Artificial Intelligence, Medical Imaging.
regularization subtask, multi-task learning has been considered an efficient method for small data. Semi-supervised CPCseg (ssCPCseg) outperformed all other regularization methods, including VAEseg, a fully supervised state-of-the-art model, when the amount of labeled data was small (Table 1).