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Quantifying U-Net Uncertainty in Multi-Parametric MRI-based Glioma Segmentation by Spherical Image Projection


Oct 12, 2022
Zhenyu Yang, Kyle Lafata, Eugene Vaios, Zongsheng Hu, Trey Mullikin, Fang-Fang Yin, Chunhao Wang

* 28 pages, 8 figures, 1 table 

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Complicated Background Suppression of ViSAR Image For Moving Target Shadow Detection


Sep 21, 2022
Zhenyu Yang, Xiaoling Zhang, Xu Zhan


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Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework


Aug 08, 2022
Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang

* 7 pages; Work in progress 

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Shadow-Background-Noise 3D Spatial Decomposition Using Sparse Low-Rank Gaussian Properties for Video-SAR Moving Target Shadow Enhancement


Jul 07, 2022
Tianwen Zhang, Xiaoling Zhang, Zhenyu Yang, Xu Zhan, Jinyu Bao


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Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation


Jun 06, 2022
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang

* Accepted by IJCAI 2022 

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LaMemo: Language Modeling with Look-Ahead Memory


Apr 26, 2022
Haozhe Ji, Rongsheng Zhang, Zhenyu Yang, Zhipeng Hu, Minlie Huang

* Accepted by NAACL 2022 

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A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation


Mar 23, 2022
Zhenyu Yang, Zongsheng Hu, Hangjie Ji, Kyle Lafata, Scott Floyd, Fang-Fang Yin, Chunhao Wang

* 30 pages, 7 figures, 2 tables 

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A Radiomics-Boosted Deep-Learning Model for COVID-19 and Non-COVID-19 Pneumonia Detection Using Chest X-ray Image


Jul 19, 2021
Zongsheng Hu, Zhenyu Yang, Kyle J. Lafata, Fang-Fang Yin, Chunhao Wang


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