Aug 2026
GLNet: global-to-local aware hybrid framework for medical image segmentation
Dengdi Sun, Longlong Liu, Xiaowei Zhao et al.
· Multimedia Systems · 0 citations
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Open access
Jul 2026
Visual–Label Alignment and Attribute-Aware Prompt for Multi-Label Image Recognition with Partial Labels
A novel MLIR-PL model with Visual–Label Alignment and Attribute-Aware Prompt and Attribute-Aware Prompt, which sufficiently harnesses the capabilities of large-scale pre-trained vision-language models is proposed, achieving the best performance comprehensively.
Dengdi Sun, Hongxing Xie, Zhenbin Cai et al.
· ACM Trans. Multim. Comput. C... · 0 citations
Open access
Aug 2026
Bidirectional uncertainty-aware region learning for semi-supervised medical image segmentation.
This work proposes a bidirectional uncertainty-aware region learning strategy to fully utilize the precise supervision provided by labeled data and stabilize the training of unlabeled data in semi-supervised medical image segmentation.
Shiwei Zhou, Xin Liu, Haifeng Zhao et al.
· Neural Networks · 0 citations