Tianning Yuan

Algorithm Engineer

Noah's Ark Lab
Huawei Technologies Co., Ltd.
Beijing, China

Email: yuantianning1@huawei.com

   

Biography

I am an Algorithm Engineer at Noah's Ark Lab in Huawei Technologies Co., Ltd.. My project leader is Xinghao Chen. I received my M.Eng. degree advised by Prof. Qixiang Ye in Electronics and Communication Engineering at University of Chinese Academy of Sciences (UCAS) in July 2022, and my B.Eng. degree advised by Prof. Huimin Ma in Electronic Information Science and Technology at Tsinghua University (THU) in July 2019.

I was an intern at Noah's Ark Lab in Huawei Technologies Co., Ltd. from Jun. - Dec. in 2021. My mentor was Songcen Xu.

My research interests include Computer Vision and Machine Learning, specifically for Visual Object Detection. I am open to all other interesting topics.

Publications

Multiple Instance Differentiation Learning for Active Object Detection
Fang Wan, Qixiang Ye, Tianning Yuan, Songcen Xu, Jianzhuang Liu, Xiangyang Ji, Qingming Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2023
[Paper] [Code]
Multiple Instance Active Learning for Object Detection
Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code]
Nearest Neighbor Classifier Embedded Network for Active Learning
Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper] [Code]
Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment
Mengying Fu, Tianning Yuan, Fang Wan, Songcen Xu, Qixiang Ye
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper] [Code]

Awards

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© Tianning Yuan | Last updated: May 2023