Articles with "noisy class" as a keyword



Photo from wikipedia

Task-Specific Loss for Robust Instance Segmentation with Noisy Class Labels

Sign Up to like & get
recommendations!
Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"

DOI: 10.1109/tcsvt.2021.3109084

Abstract: Deep learning methods have achieved significant progress in the presence of correctly annotated datasets in instance segmentation. However, object classes in large-scale datasets are sometimes ambiguous, which easily causes confusion. Besides, limited experience and knowledge… read more here.

Keywords: class; noisy class; instance segmentation; class labels ... See more keywords