Deep Learning, Artificial Intelligence, Medical Imaging, Medical Image Analysis, Object Detection.
components, target prediction for unlabeled data and mixup augmentation. MixMatch uses the average ensemble of predictions by the current model parameterized by θ on K augmented instances: Then, these guessed labels are further transformed by a sharpening operator before used as training targets: