2 papers
cs.CV2025
LINGUAL: Language-INtegrated GUidance in Active Learning for Medical Image Segmentation
Md Shazid Islam, Shreyangshu Bera, Sudipta Paul +1
Although active learning (AL) in segmentation tasks enables experts to annotate selected regions of interest (ROIs) instead of entire images, it remains highly challenging, labor-i…
cs.CV2025
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation
Md Shazid Islam, Sayak Nag, Arindam Dutta +4
Unsupervised domain adaptive segmentation typically relies on self-training using pseudo labels predicted by a pre-trained network on an unlabeled target dataset. However, the nois…