Unsupervised cycle‐consistent network using restricted subspace field map for removing susceptibility artifacts in EPI
Sign Up to like & getrecommendations! Published in 2023 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29653
Abstract: To design an unsupervised deep neural model for correcting susceptibility artifacts in single‐shot Echo Planar Imaging (EPI) and evaluate the model for preclinical and clinical applications. read more here.
Keywords: consistent network; network using; susceptibility; unsupervised cycle ... See more keywords
Auto-FSL: Searching the Attribute Consistent Network for Few-Shot Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3076523
Abstract: Prevailing deep methods for image recognition require massive labeled samples in each visual category for training. However, large amounts of data annotations are timeconsuming, and some uncommon categories only have rare samples available. For this… read more here.
Keywords: auto acnet; network; consistent network; auto ... See more keywords