William Surmeier

Self-supervised Semantic Segmentation Grounded in Visual Concepts

Unsupervised semantic segmentation requires assigning a label to every pixel without any human annotations. Despite recent advances in self-supervised representation learning for individual images, unsupervised semantic segmentation with pixel-level representations is still a challenging task and r…