Enhancing Domain Generalization Performance in Low-Resource Setting via External Dataset and Pseudo Labeling With Sentence-BERT
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3540090
Abstract: Recent studies on data augmentation have focused on improving model performance with limited training data within a specific dataset. While the goal is to enhance performance on the dataset itself, this approach also addresses broader… read more here.
Keywords: dataset; enhancing domain; performance; generalization ... See more keywords
Enhancing Domain Generalization in Medical Image Segmentation With Global and Local Prompts
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2025.3590956
Abstract: Enhancing domain generalization (DG) is a crucial and compelling research pursuit within the field of medical image segmentation, owing to the inherent heterogeneity observed in medical images. The recent success with large-scale pre-trained vision models… read more here.
Keywords: segmentation; medical image; image segmentation; enhancing domain ... See more keywords