Few-shot semantic segmentation has long been one of the most stubborn problems in computer vision: how can a machine learn to outline an object it has essentially never seen before, guided by nothing ...

Semantic segmentation assigns a semantic label to every pixel in an image, enabling detailed scene understanding that supports tasks such as autonomous navigation, medical diagnosis and environmental ...

Medical image segmentation, the task of teaching computers to trace the exact outlines of organs and lesions inside CT scans, ...