UG-CEMT, a mean-teacher framework with cross-attention and uncertainty-guided consistency, reports state-of-the-art results on semi-supervised left atrium and prostate MRI segmentation.
Curriculum labeling: Revisiting pseudo-labeling for semi-supervised learning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation
UG-CEMT, a mean-teacher framework with cross-attention and uncertainty-guided consistency, reports state-of-the-art results on semi-supervised left atrium and prostate MRI segmentation.