Search Results for author: Haining Wei

Found 2 papers, 1 papers with code

Prototype Knowledge Distillation for Medical Segmentation with Missing Modality

1 code implementation17 Mar 2023 Shuai Wang, Zipei Yan, Daoan Zhang, Haining Wei, Zhongsen Li, Rui Li

Specifically, our ProtoKD can not only distillate the pixel-wise knowledge of multi-modality data to single-modality data but also transfer intra-class and inter-class feature variations, such that the student model could learn more robust feature representation from the teacher model and inference with only one single modality data.

Image Segmentation Knowledge Distillation +3

Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI

no code implementations2 Oct 2022 Zhongsen Li, Aiqi Sun, Chuyu Liu, Haining Wei, Shuai Wang, Mingzhu Fu, Rui Li

The main objective of this study is to accelerate the PS model, shorten the time required for acquisition and reconstruction, and maintain good image quality simultaneously.

Dimensionality Reduction Image Reconstruction

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