Zijie Yang

ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation

Semi-supervised learning is a useful tool for image segmentation, mainly due to its ability in extracting knowledge from unlabeled data to assist learning from labeled data. This paper focuses on a popular pipeline known as self-learning, where we point out a weakness named lazy mimicking that refer…