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Iterative Data Refinement for Self-Supervised MR Image Reconstruction


Nov 24, 2022
Xue Liu, Juan Zou, Xiawu Zheng, Cheng Li, Hairong Zheng, Shanshan Wang

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* 5 pages, 2 figures, 1 table 

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Random-LTD: Random and Layerwise Token Dropping Brings Efficient Training for Large-scale Transformers


Nov 17, 2022
Zhewei Yao, Xiaoxia Wu, Conglong Li, Connor Holmes, Minjia Zhang, Cheng Li, Yuxiong He

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* 22 pages 

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Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation


Nov 16, 2022
Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Zhenzhen Xue, Hairong Zheng, Shanshan Wang

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Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation


Nov 16, 2022
Cheng Li, Yousuf Babiker M. Osman, Weijian Huang, Zhenzhen Xue, Hua Han, Hairong Zheng, Shanshan Wang

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DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans


Nov 15, 2022
Haoran Li, Cheng Li, Weijian Huang, Xiawu Zheng, Yan Xi, Shanshan Wang

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* 4 pages,2 figures,2 tables 

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Adaptive PromptNet For Auxiliary Glioma Diagnosis without Contrast-Enhanced MRI


Nov 15, 2022
Yeqi Wang, Weijian Huang, Cheng Li, Xiawu Zheng, Yusong Lin, Shanshan Wang

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* 5 pages, 2 figures, 2 tables 

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Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report


Oct 20, 2022
Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kınlı, Barış Özcan, Furkan Kıraç, Li Leyi, SM Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

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* ECCV 2022 Advances in Image Manipulation (AIM) workshop 

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From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection


Aug 26, 2022
Baomin Wang, Geng Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia

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SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging


Aug 08, 2022
Juan Zou, Cheng Li, Sen Jia, Ruoyou Wu, Tingrui Pei, Hairong Zheng, Shanshan Wang

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* 22 pages,9 figures 

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BiFeat: Supercharge GNN Training via Graph Feature Quantization


Jul 29, 2022
Yuxin Ma, Ping Gong, Jun Yi, Zhewei Yao, Minjie Wang, Cheng Li, Yuxiong He, Feng Yan

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