1 citations · 1 across the 2 of their papers we have counts for
2 papers
eess.IV2024
Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation
Alvaro Gomariz, Yusuke Kikuchi, Yun Yvonna Li +5
Despite their effectiveness, current deep learning models face challenges with images coming from different domains with varying appearance and content. We introduce SegCLR, a vers…
cs.CV2022★ 1 cited
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
Alvaro Gomariz, Huanxiang Lu, Yun Yvonna Li +7
Accurate segmentation of retinal fluids in 3D Optical Coherence Tomography images is key for diagnosis and personalized treatment of eye diseases. While deep learning has been succ…