Robert Mendel

Semi-Supervised Segmentation based on Error-Correcting Supervision

Pixel-level classification is an essential part of computer vision. For learning from labeled data, many powerful deep learning models have been developed recently. In this work, we augment such supervised segmentation models by allowing them to learn from unlabeled data. Our semi-supervised approac…