This is a PyTorch implementation of MixMatch algorithm [1] used for 3D medical image segmentation tasks.

[1] Berthelot, David, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Oliver, and Colin A. Raffel. "Mixmatch: A holistic approach to semi-supervised learning." In Advances in Neural Information Processing Systems, pp. 5050-5060. 2019.