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Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization


Jun 11, 2021
Fanhe Ma, Faen Zhang, Shenglan Ben, Shuxin Qin, Pengcheng Zhou, Changsheng Zhou, Fengyi Xu


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Zero-Shot Instance Segmentation


Apr 14, 2021
Ye Zheng, Jiahong Wu, Yongqiang Qin, Faen Zhang, Li Cui

* 8 pages, 6 figures 

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Deep Learning in the Era of Edge Computing: Challenges and Opportunities


Oct 17, 2020
Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu


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AinnoSeg: Panoramic Segmentation with High Perfomance


Jul 21, 2020
Jiahong Wu, Jianfei Lu, Xinxin Kang, Yiming Zhang, Yinhang Tang, Jianfei Song, Ze Huang, Shenglan Ben, Jiashui Huang, Faen Zhang


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Dynamic Connected Neural Decision Classifier and Regressor with Dynamic Softing Pruning


Nov 20, 2019
Faen Zhang, Xinyu Fan, Hui Xu, Pengcheng Zhou, Yujian He, Junlong Liu


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Regression via Arbitrary Quantile Modeling


Nov 13, 2019
Faen Zhang, Xinyu Fan, Hui Xu, Pengcheng Zhou, Yujian He, Junlong Liu


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HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking


Sep 07, 2019
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang

* 9 pages, 6 figures, 6 tables. Nominated for ICCV 2019 Neural Architects Workshop Best Paper Award 

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Accurate Face Detection for High Performance


May 24, 2019
Faen Zhang, Xinyu Fan, Guo Ai, Jianfei Song, Yongqiang Qin, Jiahong Wu

* 9 pages, 3 figures, technical report 

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