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Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images

Apr 25, 2021
Xiaowe Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi

* 16 pages, 7 figures, 4 tables, accepted by the ACM Journal on Emerging Technologies in Computing Systems (JETC). arXiv admin note: substantial text overlap with arXiv:2002.12130 

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Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising

Feb 27, 2020
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi

* Accepted in ISBI 2020. 5 pages, 4 figures 

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Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms

Mar 05, 2019
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi

* 8 pages, 5 figures 

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On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks

Sep 27, 2018
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi

* 18 pages 

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PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence

Mar 21, 2018
Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi

* 17 pages, paper re-organized; 

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