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cs.CV2025
ResDynUNet++: A nested U-Net with residual dynamic convolution blocks for dual-spectral CT
Ze Yuan, Wenbin Li, Shusen Zhao
We propose a hybrid reconstruction framework for dual-spectral CT (DSCT) that integrates iterative methods with deep learning models. The reconstruction process consists of two com…
cs.CV2024
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training
Ameera Bawazir, Kebin Wu, Wenbin Li
Recent advancements in vision-language pre-training via contrastive learning have significantly improved performance across computer vision tasks. However, in the medical domain, o…
cs.CV2024★ 1 cited
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation
Kebin Wu, Wenbin Li, Xiaofei Xiao
The scarcity of labeled data in real-world scenarios is a critical bottleneck of deep learning's effectiveness. Semi-supervised semantic segmentation has been a typical solution to…