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<!DOCTYPE HTML>
<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>SuBeen Lee</title>
<meta name="author" content="SuBeen Lee">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" type="image/png" href="images/skku_icon.jpeg">
<script type="text/javascript">
function display(id) {
var traget = document.getElementById(id);
if (traget.style.display == "none") {
traget.style.display = "";
} else {
traget.style.display = "none";
}
}
</script>
</head>
<body>
<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
<td style="padding:0px">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:63%;vertical-align:middle">
<p style="text-align:center">
<name>SuBeen Lee</name>
</p>
<p> I am a Ph.D. candidate in the
<a href="https://sites.google.com/site/vclabskku/">Visual Computing Lab (VCLab)</a> at Sungkyunkwan University, supervised by Prof.
<a href="https://sites.google.com/site/jaepilheo">Jae-Pil Heo</a>.
</p>
<p> I received my Bachelor's degree from Jeonbuk National University and my Master's degree from Sungkyunkwan University.
</p>
<p>
My research interests include various tasks in machine learning
and computer vision, with a particular focus on few-shot learning.
Recently, my interest has been in few-shot semantic segmentation and few-shot 3d point cloud semantic segmentation.
</p>
<p style="text-align:center">
<a href="mailto:[email protected]">Email</a>  / 
<a href="https://scholar.google.co.kr/citations?user=ENwf2OkAAAAJ">Google Scholar</a>  / 
<a href="https://www.linkedin.com/in/subeen-lee-3462a3184/">LinkedIn</a>  / 
<a href="./images/CV_SuBeenLee.pdf">CV</a>
</p>
</td>
<td style="padding:2.5%;width:40%;max-width:40%">
<a href="images/SuBeenLee.jpg"><img style="width:50%;max-width:50%" alt="profile photo" src="images/SuBeenLee.jpg" class="hoverZoomLink"></a>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Publications</heading>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2025_AAAI_FCP.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://www.arxiv.org/pdf/2501.00752">
<papertitle>Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation</papertitle>
</a>
<br>
Suho Park*, <strong>SuBeen Lee*</strong>, Jaejoon Yoo, and Jae-Pil Heo (*: equal contribution)
<br>
<em>AAAI Conference on Artificial Intelligence (<b>AAAI</b>)</em>, 2025
<br>
<a href="https://www.arxiv.org/pdf/2501.00752">arXiv</a> /
<a href="https://github.com/SuhoPark0706/FCP">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2025_TPAMI_IAM.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10763467">
<papertitle>Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification</papertitle>
</a>
<br>
<strong>SuBeen Lee</strong>, WonJun Moon, Hyun Seok Seong, and Jae-Pil Heo
<br>
<em>IEEE Transactions on Pattern Analysis and Machine Intelligence (<b>TPAMI</b>, IF:20.8)</em>, 2025 (Accepted)
<br>
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10763467">Paper</a> /
<a href="https://arxiv.org/abs/2308.00093">arXiv</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2025_PR_MAFEA.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://www.sciencedirect.com/science/article/pii/S0031320324010276?ref=pdf_download&fr=RR-2&rr=8fe42fdd0eddc11b">
<papertitle>Mutually-Aware Feature Learning for Class-Agnostic Counting</papertitle>
</a>
<br>
Yerim Jeon, <strong>SuBeen Lee</strong>, Ji Hwan Kim, and Jae-Pil Heo
<br>
<em>Pattern Recognition (IF: 7.5)</em>, 2025 (Accepted)
<br>
<a href="https://www.sciencedirect.com/science/article/pii/S0031320324010276?ref=pdf_download&fr=RR-2&rr=8fe42fdd0eddc11b">Paper</a> /
<a href="https://arxiv.org/abs/2408.09734">arXiv</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2024_ECCV_PPAP.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://eccv.ecva.net/virtual/2024/poster/413">
<papertitle>Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation</papertitle>
</a>
<br>
Hyun Seok Seong, WonJun Moon, <strong>SuBeen Lee</strong>, and Jae-Pil Heo
<br>
<em>European Conference on Computer Vision (<b>ECCV</b>)</em>, 2024
<br>
<a href="https://eccv.ecva.net/virtual/2024/poster/413">Paper</a> /
<a href="https://arxiv.org/abs/2407.12463">arXiv</a> /
<a href="https://github.com/hynnsk/PPAP">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2024_ECCV_MBS.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/06641.pdf">
<papertitle>Mitigating Background Shift in Class-Incremental Semantic Segmentation</papertitle>
</a>
<br>
GilHan Park, WonJun Moon, <strong>SuBeen Lee</strong>, Tae-Young Kim, and Jae-Pil Heo
<br>
<em>European Conference on Computer Vision (<b>ECCV</b>)</em>, 2024
<br>
<a href="https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/06641.pdf">Paper</a> /
<a href="https://arxiv.org/abs/2407.11859">arXiv</a> /
<a href="https://github.com/RoadoneP/ECCV2024_MBS">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2024_ArXiv_CG-DETR.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://arxiv.org/abs/2311.08835">
<papertitle>Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding</papertitle>
</a>
<br>
WonJun Moon, Sangeek Hyun, <strong>SuBeen Lee</strong>, and Jae-Pil Heo
<br>
<em>arXiv</em>, 2024
<br>
<a href="https://arxiv.org/abs/2311.08835">arXiv</a> /
<a href="https://github.com/wjun0830/CGDETR">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2024_AAAI_TBS.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://ojs.aaai.org/index.php/AAAI/article/view/28242/28479">
<papertitle>Task-disruptive Background Suppression for Few-Shot Segmentation</papertitle>
</a>
<br>
Suho Park, <strong>SuBeen Lee</strong>, Sangeek Hyun, Hyun Seok Seong, and Jae-Pil Heo
<br>
<em>AAAI Conference on Artificial Intelligence (<b>AAAI</b>)</em>, 2024
<br>
<a href="https://ojs.aaai.org/index.php/AAAI/article/view/28242/28479">Paper</a> /
<a href="https://arxiv.org/abs/2312.15894">arXiv</a> /
<a href="https://github.com/suhopark0706/tbsnet">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2023_CVPR_HP.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://openaccess.thecvf.com/content/CVPR2023/papers/Seong_Leveraging_Hidden_Positives_for_Unsupervised_Semantic_Segmentation_CVPR_2023_paper.pdf">
<papertitle>Leveraging Hidden Positives for Unsupervised Semantic Segmentation</papertitle>
</a>
<br>
Hyun Seok Seong, WonJun Moon, <strong>SuBeen Lee</strong>, and Jae-Pil Heo
<br>
<em>Computer Vision and Pattern Recognition (<b>CVPR</b>)</em>, 2023
<br>
<a href="https://openaccess.thecvf.com/content/CVPR2023/papers/Seong_Leveraging_Hidden_Positives_for_Unsupervised_Semantic_Segmentation_CVPR_2023_paper.pdf">Paper</a> /
<a href="https://arxiv.org/abs/2303.15014">arXiv</a> /
<a href="https://github.com/hynnsk/HP">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2022_CVPR_TDM.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Lee_Task_Discrepancy_Maximization_for_Fine-Grained_Few-Shot_Classification_CVPR_2022_paper.pdf">
<papertitle>Task Discrepancy Maximization for Fine-grained Few-Shot Classification</papertitle>
</a>
<br>
<strong>SuBeen Lee</strong>, WonJun Moon, and Jae-Pil Heo
<br>
<em>Computer Vision and Pattern Recognition (<b>CVPR</b>)</em>, 2022 [<b>Oral Presentation</b>>]
<br>
<a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Lee_Task_Discrepancy_Maximization_for_Fine-Grained_Few-Shot_Classification_CVPR_2022_paper.pdf">Paper</a> /
<a href="https://arxiv.org/abs/2207.01376">arXiv</a> /
<a href="https://github.com/leesb7426/CVPR2022-Task-Discrepancy-Maximization-for-Fine-grained-Few-Shot-Classification">Code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:30%;vertical-align:middle">
<img src='images/2021_BigComp_PL.png' alt="game" width="180" style="border-style: none">
</td>
<td style="padding:20px;width:70%;vertical-align:middle">
<a href="https://ieeexplore.ieee.org/document/9373160">
<papertitle>Regularization with multiple feature combination for few-shot learning</papertitle>
</a>
<br>
<strong>SuBeen Lee</strong>, Jun Ho Park, Ji Young Kim, Seung Yeol Lee, and Jae-Pil Heo
<br>
<em>IEEE International Conference on Big Data and Smart Computing (<b>BigComp</b>)</em>, 2021
<br>
<a href="https://ieeexplore.ieee.org/document/9373160">Paper</a>
</td>
</tr>
</tbody></table>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Education</heading>
<p>
<li><b>Sungkyunkwan University (SKKU), South Korea</b></li>
        Ph.D., Artificial Intelligence </br>
        Sep. 2022 - present
</p>
<p>
<li><b>Sungkyunkwan University (SKKU), South Korea</b></li>
        M.S., Artificial Intelligence </br>
        Sep. 2020 - Aug. 2022
</p>
<p>
<li><b>Jeonbuk National University (JBNU), South Korea</b></li>
        B.S., Statistics / Computer Engineering </br>
        Mar. 2014 - Feb. 2020
</p>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:0px">
<br>
<p style="text-align:right;font-size:small;">
<br>
<a href="https://jonbarron.info/">Website Template</a>
</p>
</td>
</tr>
</tbody></table>
</td>
</tr>
</table>
</body>
</html>