Lipei Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Diffusion Models

Disease Diagnosis

Mri Brain Images

Optical Music Recognition

Top Venues

Biomed. Signal Process. Control.

Publications

Lipei Zhang, Yanqi Cheng, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation. CoRR (2024)
Sergio Calvo-Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
The Missing U for Efficient Diffusion Models. Trans. Mach. Learn. Res. 2024 (2024)
Yanteng Zhang, Qingyan Cai, Xiaohai He, Xia Ren, Lipei Zhang, Yan Liu
A joint CNN-GNN framework for early diagnosis of AD using multi-source multi-modal data. BIBM (2023)
Yanteng Zhang, Linbo Qing, Xiaohai He, Lipei Zhang, Yan Liu, Qizhi Teng
Population-based GCN method for diagnosis of Alzheimer's disease using brain metabolic or volumetric features. Biomed. Signal Process. Control. 86 (Part A) (2023)
Sergio Calvo-Ordonez, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
Beyond U: Making Diffusion Models Faster & Lighter. CoRR (2023)
Yanqi Cheng, Lipei Zhang, Zhenda Shen, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
Single-Shot Plug-and-Play Methods for Inverse Problems. CoRR (2023)
Yiran Wei, Xi Chen, Lei Zhu, Lipei Zhang, Carola-Bibiane Schönlieb, Stephen J. Price, Chao Li
Multi-Modal Learning for Predicting the Genotype of Glioma. IEEE Trans. Medical Imaging 42 (11) (2023)
Chao Li, Wenjian Huang, Xi Chen, Yiran Wei, Lipei Zhang, Jianguo Zhang, Stephen J. Price, Carola-Bibiane Schönlieb
Expectation-Maximization Regularised Deep Learning for Tumour Segmentation. ISBI (2023)
Yanteng Zhang, Qizhi Teng, Xiaohai He, Tong Niu, Lipei Zhang, Yan Liu, Chao Ren
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images. CoRR (2023)
Yanteng Zhang, Qizhi Teng, Xiaohai He, Tong Niu, Lipei Zhang, Yan Liu, Chao Ren
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images. EMBC (2023)
Lipei Zhang, Yiran Wei, Ying Fu, Stephen J. Price, Carola-Bibiane Schönlieb, Chao Li
Mutual Contrastive Learning to Disentangle Whole Slide Image Representations for Glioma Grading. CoRR (2022)
Lipei Zhang, Yiran Wei, Ying Fu, Stephen J. Price, Carola-Bibiane Schönlieb, Chao Li
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading. BMVC (2022)
Yiran Wei, Xi Chen, Lei Zhu, Lipei Zhang, Carola-Bibiane Schönlieb, Stephen J. Price, Chao Li
Multi-modal learning for predicting the genotype of glioma. CoRR (2022)
Aozhi Liu, Lipei Zhang, Yaqi Mei, Baoqiang Han, Zifeng Cai, Zhaohua Zhu, Jing Xiao
Residual Recurrent CRNN for End-to-End Optical Music Recognition on Monophonic Scores. MMPT@ICMR (2021)
Lipei Zhang, Aozhi Liu, Jing Xiao, Paul Taylor
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation. CoRR (2020)
Lipei Zhang, Aozhi Liu, Jing Xiao, Paul Taylor
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation. ICPR (2020)
Aozhi Liu, Lipei Zhang, Yaqi Mei, Sitong Lian, Maokun Han, Wen Cheng, Yuyu Liu, Zifeng Cai, Zhaohua Zhu, Baoqiang Han, Jing Xiao
Residual Recurrent CRNN for End-to-End Optical Music Recognition on Monophonic Scores. CoRR (2020)
Guanwen Qiu, Xiaobing Yu, Baolin Sun, Yunpeng Wang, Lipei Zhang
Metastatic Cancer Image Classification Based On Deep Learning Method. CoRR (2020)