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Predicting Quantum Potentials by Deep Neural Network and Metropolis Sampling


Jun 06, 2021
Rui Hong, Peng-Fei Zhou, Bin Xi, Jie Hu, An-Chun Ji, Shi-Ju Ran


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Data-Driven Design-by-Analogy: State of the Art and Future Directions


Jun 03, 2021
Shuo Jiang, Jie Hu, Kristin L. Wood, Jianxi Luo

* A Preprint Version 

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Exploiting Path Information for Anchor Based Graph Neural Network


May 09, 2021
Yuheng Lu, ChuXiong Sun, Jie Hu

* 10 pages, 5 figures 

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ISTR: End-to-End Instance Segmentation with Transformers


May 06, 2021
Jie Hu, Liujuan Cao, Yao Lu, ShengChuan Zhang, Yan Wang, Ke Li, Feiyue Huang, Ling Shao, Rongrong Ji


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Learning the Superpixel in a Non-iterative and Lifelong Manner


Mar 19, 2021
Lei Zhu, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu, Duo Li, Jie Hu

* Accept by CVPR2021 

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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Image-to-image Translation via Hierarchical Style Disentanglement


Mar 02, 2021
Xinyang Li, Shengchuan Zhang, Jie Hu, Liujuan Cao, Xiaopeng Hong, Xudong Mao, Feiyue Huang, Yongjian Wu, Rongrong Ji

* CVPR 2021. The code will be released at at https://github.com/imlixinyang/HiSD 

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A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics, and Benchmark Datasets


Jun 21, 2020
Chengchang Zeng, Shaobo Li, Qin Li, Jie Hu, Jianjun Hu

* 59 pages 

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Robust Motion Averaging under Maximum Correntropy Criterion


May 10, 2020
Jihua Zhu, Jie Hu, Huimin Lu, Badong Chen, Zhongyu Li


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Robust Motion Averaging under MaximumCorrentropy Criterion


Apr 21, 2020
Jihua Zhu, Jie Hu, Zhongyu Li, Badong Chen


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Architecture Disentanglement for Deep Neural Networks


Mar 30, 2020
Jie Hu, Rongrong Ji, Qixiang Ye, Tong Tong, ShengChuan Zhang, Ke Li, Feiyue Huang, Ling Shao


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A CNN-based Patent Image Retrieval Method for Design Ideation


Mar 10, 2020
Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava, Jie Hu, Christopher L. Magee

* 11 pages, 11 figures 

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Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation


Jan 28, 2020
Xiaoli Liu, Pan Hu, Zhi Mao, Po-Chih Kuo, Peiyao Li, Chao Liu, Jie Hu, Deyu Li, Desen Cao, Roger G. Mark, Leo Anthony Celi, Zhengbo Zhang, Feihu Zhou

* 33 pages, 14 figures, 14 tables, article, Co-author: Xiaoli Liu and Pan Hu, Co-correspondence: Feihu Zhou and Zhengbo Zhang 

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Information Competing Process for Learning Diversified Representations


Jun 04, 2019
Jie Hu, Rongrong Ji, ShengChuan Zhang, Xiaoshuai Sun, Qixiang Ye, Chia-Wen Lin, Qi Tian


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Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning


Apr 29, 2019
Xinyang Li, Jie Hu, Shengchuan Zhang, Xiaopeng Hong, Qixiang Ye, Chenglin Wu, Rongrong Ji


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Combining RGB and Points to Predict Grasping Region for Robotic Bin-Picking


Apr 24, 2019
Quanquan Shao, Jie Hu

* 5 pages, 6 figures 

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Suction Grasp Region Prediction using Self-supervised Learning for Object Picking in Dense Clutter


Apr 24, 2019
Quanquan Shao, Jie Hu, Weiming Wang, Yi Fang, Wenhai Liu, Jin Qi, Jin Ma

* 6 pages, 7 figures, conference 

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Towards Visual Feature Translation


Dec 03, 2018
Jie Hu, Rongrong Ji, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian


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Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks


Oct 29, 2018
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi

* accepted for publication at NIPS 2018 

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Squeeze-and-Excitation Networks


Oct 25, 2018
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu

* journal version of the CVPR 2018 paper, submitted to IEEE Trans. PAMI 

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An In-field Automatic Wheat Disease Diagnosis System


Sep 26, 2017
Jiang Lu, Jie Hu, Guannan Zhao, Fenghua Mei, Changshui Zhang

* Computers and Electronics in Agriculture, 142PA (2017): 369-379 
* 15 pages 

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A DNN Framework For Text Image Rectification From Planar Transformations


Nov 14, 2016
Chengzhe Yan, Jie Hu, Changshui Zhang

* 9 pages, 10 figures 

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