Martin S. Zinkernagel

Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns

Annotating new datasets for machine learning tasks is tedious, time-consuming, and costly. For segmentation applications, the burden is particularly high as manual delineations of relevant image content are often extremely expensive or can only be done by experts with domain-specific knowledge. Than…