Welcome to Mengying’s Pages

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Biography

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I am a master degree student of PRISDL in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, advised by Prof. Qixiang Ye. I got a B.E. degree in Electronic Information at China Agricultural University School, in June 2019.

My research interests include computer vision and machine learning, specifically for active learning, classification and detection.

Publications

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Mengying Fu, Tianning Yuan, Fang Wan, Songcen Xu and Qixiang Ye, "Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment", the Association for the Advance of Artificial Intelligence(AAAI), 2021 [PDF & Code]

Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, and Qixiang Ye, "Nearest Neighbor Classifier Embedded Network for Active Learning", the Association for the Advance of Artificial Intelligence(AAAI), 2021 [PDF & Code]

Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, and Qixiang Ye, "Multiple Instance Active Learning for Object Detection", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 [PDF & Code]

Patents

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《一种基于网络监督的目标分类与定位方法》，申请人：叶齐祥，付梦莹，万方，韩振军，焦建彬

《一种基于分歧学习的弱监督目标分类和定位方法》，申请人：万方，薛昊岚，刘畅，付梦莹，叶齐祥，韩振军，焦建彬

《一种基于“一致-分歧-选择”的主动学习算法》

Award

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Outstanding Student Leader of University of Chinese Academy of Sciences, 2020

Merit student of Chinese Academy of Sciences, 2020

The First Prize Scholarships, 2017/2018/2019

H Prize of Mathematical Contest in Modeling for American College Students, 2018

The 98 Electronic Scholarship, 2017

Third Prize of National Mathematical Contest in Modeling, 2017

Second Prize of National College Students Electronic Design Competition (Beijing), 2017

The Second Prize Scholarship, 2016

First Prize of “People’s livelihood Cup” Mathematical Contest in Modeling, 2016