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<!DOCTYPE html>
<HTML>
<HEAD>
<META content="IE=5.0000" http-equiv="X-UA-Compatible">
<META name="description" content="Tianning Yuan's home page">
<META http-equiv="Content-Type" content="text/html; charset=gb2312">
<LINK href="yuantn_files/doc.css"
rel="stylesheet" type="text/css">
<TITLE>Tianning Yuan</TITLE>
<META name="GENERATOR" content="MSHTML 11.00.10570.1001">
</HEAD>
<BODY>
<DIV id="layout-content" style="margin-top: 25px;">
<TABLE>
<TBODY>
<TR>
<TD width="670">
<DIV id="toptitle">
<H1>Tianning Yuan</H1></DIV>
<H3>Algorithm Engineer</H3>
<P>Noah's Ark Lab
<BR>Huawei Technologies Co., Ltd.
<BR>Beijing, China
<BR>
<BR> Email:
<a href="mailto:[email protected]"> [email protected] </a>
<BR><BR>
<a href="https://scholar.google.com/citations?user=UBF4wosAAAAJ"><img src="yuantn_files/GoogleScholar.png" width="30px"></a>
<a href="https://github.com/yuantn"><img src="yuantn_files/Github.svg" width="30px"></a>
<a href="https://www.linkedin.com/in/yuantn"><img src="yuantn_files/LinkedIn.png" width="30px"></a>
<a href="./CV_TianningYUAN.pdf"><img src="yuantn_files/CV.png" height="30px"></a>
<a href="./简历_袁天宁.pdf"><img src="yuantn_files/CV_cn.png" height="30px"></a>
<BR></P>
</TD>
<TD>
<IMG width="200" src="yuantn_files/TianningYuan.jpg" border="0">
</TD>
</TR>
<TR></TR></TBODY>
</TABLE>
<DIV id="layout-content" style="margin-top: 25px;">
<H2>Biography</H2>
<P> I am an Algorithm Engineer at <a href="https://www.noahlab.com.hk">Noah's Ark Lab</a> in <a href="https://www.huawei.com/en">Huawei Technologies Co., Ltd.</a>. My project leader is <a href="https://www.xinghaochen.xyz">Xinghao Chen</a>. I received my M.Eng. degree advised by <a href="http://people.ucas.ac.cn/~qxye?language=en">Prof. Qixiang Ye</a> in Electronics and Communication Engineering at <a href="http://english.ucas.ac.cn">University of Chinese Academy of Sciences (UCAS)</a> in July 2022, and my B.Eng. degree advised by <a href="http://enscce.ustb.edu.cn/Teach/TeacherList/2020-06-03/51.html">Prof. Huimin Ma</a> in Electronic Information Science and Technology at <a href="https://www.tsinghua.edu.cn/en">Tsinghua University (THU)</a> in July 2019.</P>
<P> I was an intern at <a href="https://www.noahlab.com.hk">Noah's Ark Lab</a> in <a href="https://www.huawei.com/en">Huawei Technologies Co., Ltd.</a> from Jun. - Dec. in 2021. My mentor was <a href="http://www.xusongcen.com">Songcen Xu</a>.</P>
<P> My research interests include <b>Computer Vision</b> and <b>Machine Learning</b>, specifically for <b>Visual Object Detection</b>. I am open to all other interesting topics.</P>
<H2>Publications</H2>
<table class="pub_table">
<tbody>
<!-- #4 -->
<tr>
<td class="pub_td1"><a href="yuantn_files/PaperFig/PAMI-MIDL.png"><img src="yuantn_files/PaperFig/PAMI-MIDL.png" class="papericon"></td>
<td
class="pub_td2"><b>Multiple Instance Differentiation Learning for Active Object Detection</b>
<br>Fang Wan, Qixiang Ye, <b>Tianning Yuan</b>, Songcen Xu, Jianzhuang Liu, Xiangyang Ji, Qingming Huang
<br>IEEE Transactions on Pattern Analysis and Machine Intelligence (<b>PAMI</b>), 2023
<br>
[<a href="yuantn_files/PaperFig/PAMI-MIDL.pdf">Paper</a>]
[<a href="https://github.com/WanFang13/MIDL">Code</a>]
</td>
</tr>
<!-- #3 -->
<tr>
<td class="pub_td1"><a href="yuantn_files/PaperFig/CVPR-MI-AOD.png"><img src="yuantn_files/PaperFig/CVPR-MI-AOD.png" class="papericon"></td>
<td
class="pub_td2"><b>Multiple Instance Active Learning for Object Detection</b>
<br><b>Tianning Yuan</b>, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye
<br>IEEE/CVF Conference on Computer Vision and Pattern Recognition (<b>CVPR</b>), 2021
<br>
[<a href="https://openaccess.thecvf.com/content/CVPR2021/papers/Yuan_Multiple_Instance_Active_Learning_for_Object_Detection_CVPR_2021_paper.pdf">Paper</a>]
[<a href="https://github.com/yuantn/MI-AOD">Code</a>]
</td>
</tr>
<!-- #2 -->
<tr>
<td class="pub_td1"><a href="yuantn_files/PaperFig/AAAI-NCE-Net.png"><img src="yuantn_files/PaperFig/AAAI-NCE-Net.png" class="papericon"></td>
<td
class="pub_td2"><b>Nearest Neighbor Classifier Embedded Network for Active Learning</b>
<br>Fang Wan, <b>Tianning Yuan</b>, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye
<br>Thirty-Fifth AAAI Conference on Artificial Intelligence (<b>AAAI</b>), 2021
<br>
[<a href="https://www.aaai.org/AAAI21Papers/AAAI-39.WanF.pdf">Paper</a>]
[<a href="https://github.com/WanFang13/NCE-Net">Code</a>]
</td>
</tr>
<!-- #1 -->
<tr>
<td class="pub_td1"><a href="yuantn_files/PaperFig/AAAI-ADS.png"><img src="yuantn_files/PaperFig/AAAI-ADS.png" class="papericon"></td>
<td
class="pub_td2"><b>Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment</b>
<br>Mengying Fu, <b>Tianning Yuan</b>, Fang Wan, Songcen Xu, Qixiang Ye
<br>Thirty-Fifth AAAI Conference on Artificial Intelligence (<b>AAAI</b>), 2021
<br>
[<a href="https://www.aaai.org/AAAI21Papers/AAAI-286.FuM.pdf">Paper</a>]
[<a href="https://github.com/fumengying19/AAAI21-ADS">Code</a>]
</td>
</tr>
</tbody>
</table>
<H2>Awards</H2>
<UL>
<LI> Outstanding Graduate of Beijing, 2022 </LI>
<LI> Outstanding Graduate of University of Chinese Academy of Sciences, 2022 </LI>
<LI> National Scholarship, 2021 </LI>
<LI> The Second Prize Scholarship of University of Chinese Academy of Sciences, 2021, 2020, 2019 </LI>
<LI> Merit Student of University of Chinese Academy of Sciences, 2021, 2020 </LI>
<LI> Outstanding Communist Youth League Member of University of Chinese Academy of Sciences, 2021 </LI>
<LI> The Third Prize of the 8th and 9th Chinese Mathematics Competition (Non-mathematics), 2017, 2016 </LI>
<LI> The Third Prize of the 33rd Chinese College Student Physics Competition (Non-physics), 2016 </LI>
</UL>
<H2>Statistics</H2>
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</div>
<p><center>
<br>
© Tianning Yuan | Last updated: May 2023
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</BODY>
</HTML>