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DWM: A Decomposable Winograd Method for Convolution Acceleration


Feb 03, 2020
Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen

* Accepted by AAAI 2020 

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Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers


Nov 01, 2019
Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Yu Kang, Qi Guo, Zidong Du, Yunji Chen

* 12 pages,10 figures 

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Multi-label Detection and Classification of Red Blood Cells in Microscopic Images


Oct 07, 2019
Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li

* Wei Qiu, Jiaming Guo and Xiang Li contributed equally 

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Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging


Oct 01, 2019
Jiaming Guo, Wei Qiu, Xiang Li, Xuandong Zhao, Ning Guo, Quanzheng Li

* Jiaming Guo, Wei Qiu and Xiang Li contribute equally to this work 

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Unsupervised Bi-directional Flow-based Video Generation from one Snapshot


Mar 03, 2019
Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Xiaogang Wang, Chen Change Loy

* 11 pages, 12 figures. Technical report for a project in progress 

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