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<!DOCTYPE>
<head>
<meta charset="utf-8">
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<title>Shih-Po (Robert) Lee's Website</title>
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</head>
<body>
<div class="main">
<!-- <div class="jumbotron jumbotron-billboard">
<div class="img"></div>
<div class="container jumbotron-title">
<img class="personal_style" src='figures/img.jpg'><img>
<div class="bio">
Hello! My name is Shih-Po (Robert) Lee. I am a second-year PhD student at Khoury College of Computer Sciences of Northeastern University
My research directions are Computer Vision and Deep Learning and currently working on error detection in procedural tasks.
</div>
<div>
<img class="icon_css" src='figures/email.png'></img>
<a href="mailto:[email protected]"> [email protected]</a>
<img class="icon_css" src='figures/gcholar.png'></img>
<a href="https://scholar.google.com.tw/citations?user=evmoWxUAAAAJ&hl=zh-TW" target="_blank">Google Scholar</a>
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<a href="https://github.com/robert80203" target="_blank">Github</a>
<img class="icon_css" src="figures/linkd.png">
<a href="https://www.linkedin.com/in/shih-po-lee-9554b423a/" target="_blank">Linkedin</a>
</div>
</div>
</div> -->
<div class="container profile">
<div class="row">
<div class="col">
<a href="#research" style="margin-left:10px; margin-right:10px">Research Projects</a>
<a href="#experience" style="margin-left:10px; margin-right:10px">Experience</a>
<a href="#education" style="margin-left:10px; margin-right:10px">Education</a>
<a href="#publication" style="margin-left:10px; margin-right:10px">Publications</a>
</div>
</div>
<div class="row" style="margin-top: 20px">
<div class="col-8">
<div class="bio">
Hello! My name is Shih-Po (Robert) Lee. I am a second-year PhD student at Khoury College of Computer Sciences of Northeastern University.
My research directions are <b>Video Understanding with Computer Vision and Deep Learning</b>. I am currently working on <b>error detection in procedural tasks</b>,
which aims to detect erroneous/abnormal action/steps in the process of performing actions to complete tasks.
</div>
</div>
<div class="col-4" style="text-align: center">
<img class="personal_style" src='figures/img.jpg'><img>
</div>
</div>
<div class="row" style="margin-top: 20px">
<div class="col">
<img class="icon_css" src='figures/email.png'></img>
<a href="mailto:[email protected]"> [email protected]</a>
<img class="icon_css" src='figures/gcholar.png'></img>
<a href="https://scholar.google.com.tw/citations?user=evmoWxUAAAAJ&hl=zh-TW" target="_blank">Google Scholar</a>
<img class="icon_css" src="figures/github.png">
<a href="https://github.com/robert80203" target="_blank">Github</a>
<img class="icon_css" src="figures/linkd.png">
<a href="https://www.linkedin.com/in/shih-po-lee-9554b423a/" target="_blank">Linkedin</a>
</div>
</div>
</div>
<div id="news" class="title">
News
<img class="title_icon" src="figures/news.png"></img>
</div>
<div class="news">
6/17/2024 - attend CVPR2024 in Seattle and present paper <b>"Error Detection in Egocentric Procedural Task Videos"</b>.
</div>
<div class="news">
2/26/2024 - our paper has been accepted by CVPR2024.
</div>
<div id='research' class="title">
Research Projects
<img class="title_icon" src="figures/research.png"></img>
</div>
<div class="container">
<div class="row row_css">
<div class="col-sm">
<img class="teaser_style" src="figures/EgoPER.png"><img>
</div>
<div class="col-sm col_style">
<div class="research_title">Error Detection in Egocentric Procedural Task Videos</div>
<div class="research_author">Shih-Po Lee, Zijia Lu, Zekun Zhang, Minh Hoai, Ehsan Elhamifar</div>
<div class="research_from">IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2024</div>
<div class="link"><a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Lee_Error_Detection_in_Egocentric_Procedural_Task_Videos_CVPR_2024_paper.pdf">PDF</a> | <a href="https://github.com/robert80203/EgoPER_official">Github</a> | <a href="https://www.khoury.northeastern.edu/home/eelhami/egoper.htm">Project Page</a></div>
</div>
</div>
<div class="row row_css">
<div class="col-sm">
<img class="teaser_style" src="figures/mmWave_model.png"><img>
</div>
<div class="col-sm col_style">
<div class="research_title">HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar</div>
<div class="research_author">Shih-Po Lee, Niraj Prakash Kini, Wen-Hsiao Peng, Ching-Wen Ma, Jenq-Neng Hwang</div>
<div class="research_from">IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023</div>
<div class="link"><a href="https://arxiv.org/abs/2210.12564">PDF</a> | <a href="https://github.com/robert80203/HuPR-A-Benchmark-for-Human-Pose-Estimation-Using-Millimeter-Wave-Radar">Github</a> | <a href="https://mapl.cs.nycu.edu.tw/HuPR/">Project Page</a></div>
</div>
</div>
<div class="row row_css">
<div class="col-sm">
<img class="teaser_style" src="figures/GSVNet.png"><img>
</div>
<div class="col-sm col_style">
<div>
<div class="research_title">GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video</div>
<div class="research_author">Shih-Po Lee, Si-Cun Chen, Wen-Hsiao Peng</div>
<div class="research_from">IEEE International Conference on Multimedia and Expo (ICME), July 2021.</div>
<div class="link"><a href="https://arxiv.org/abs/2103.08834">PDF</a> | <a href="https://github.com/robert80203/GSVNet">Github</a> | <a href="https://mapl.cs.nycu.edu.tw/GSVNet/">Project Page</a></div>
</div>
</div>
</div>
<div class="row row_css">
<div class="col-sm">
<img class="teaser_style" src="figures/WSGCN.png"><img>
</div>
<div class="col-sm col_style">
<div class="research_title">Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks</div>
<div class="research_author">Shun-Yi Pan*, Cheng-You Lu*, Shih-Po Lee, Wen-Hsiao Peng</div>
<div class="research_from">IEEE International Conference on Multimedia and Expo (ICME), July 2021.</div>
<div class="link"><a href="https://arxiv.org/abs/2103.16762">PDF</a> | <a href="https://github.com/Xavier-Pan/WSGCN">Github</a> | <a href="https://mapl.cs.nycu.edu.tw/WSGCN/">Project Page</a></div>
</div>
</div>
</div>
<div id="experience" class="title">
Experience
<img class="title_icon" src="figures/experience.png"></img>
</div>
<table class="member_table">
<tbody>
<tr>
<td><img class="institute_style" src='https://uw-s3-cdn.s3.us-west-2.amazonaws.com/wp-content/uploads/sites/230/2023/04/02134421/Signature_Stacked_Purple_Hex.png'><img></td>
<td style="vertical-align: middle;">
<div>Intern in Electrical & Computer Engineering at University of Washington, Seattle, USA</div>
<div class="period_style">[September 2021 - March 2022]</div>
</td>
</tr>
<tr>
<td><img class="institute_style" src='https://www.nycu.edu.tw/userfiles/nycuch/images/20230915165412300.png'><img></td>
<td style="vertical-align: middle;">
<div>Research Assistant of UW-NCTU AI Lab supported by University of Washington and National Chiao Tung University, Hsinchu, Taiwan</div>
<div class="period_style">[August 2020 - August 2022]</div>
</td>
</tr>
<tr>
<td><img class="institute_style" src='https://cdn-www.mediatek.com/page/PRIMARY-MASTER-LOGO_EN_CMYK_ORANGE.png'><img></td>
<td style="vertical-align: middle;">
<div>Teaching Assistant for MediaTek in-house AI training program, Hsinchu, Taiwan</div>
<div class="period_style">[August 2019 - January 2020]</div>
</td>
</tr>
</tbody>
</table>
<div id="education" class="title">
Education
<img class="title_icon" src="figures/education.png"></img>
</div>
<table class="member_table">
<tbody>
<tr>
<td><img class="institute_style" src='https://brand.northeastern.edu/wp-content/uploads/2022/06/ac-grid-4-red-1.svg'><img></td>
<td style="vertical-align: middle;">
<div>PhD student in Khoury College of Computer Sciences, Northeastern University, Boston, USA</div>
<div class="period_style">[September 2022 - present]</div>
</td>
</tr>
<tr>
<td><img class="institute_style" src='https://www.nycu.edu.tw/userfiles/nycuch/images/20230915165412300.png'><img></td>
<td style="vertical-align: middle;">
<div>Master of Science in Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Taiwan</div>
<div class="period_style">[September 2018 - August 2020]</div>
</td>
</tr>
<tr>
<td><img class="institute_style" src='https://www.nsysu.edu.tw/var/file/0/1000/img/80/213315840.svg'><img></td>
<td style="vertical-align: middle;">
<div>Bachelor of Science in Computer Science and Engineering, National Sun Yat-sen University (NSYSU), Taiwan</div>
<div class="period_style">[September 2014 - July 2018]</div>
</td>
</tr>
</tbody>
</table>
<div id="publication" class="title">
Publications
<img class="title_icon" src="figures/publication.png"></img>
</div>
<div class="publication">
<ul>
<li><u>S.-P. Lee</u>, Z. Lu, Z. Zhang, M. Hoai, and E. Elhamifar, "Error Detection in Egocentric Procedural Task Videos" <i>IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), </i>June 2024.</li>
<li><u>S.-P. Lee</u>, N. P. Kini, W.-H. Peng, C.-W. Ma, and J.-N. Hwang, "HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar" <i>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), </i>Jan 2023.</li>
<li><u>S.-P. Lee</u>, S. C. Chen, and W. H. Peng, "GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video" <i>IEEE International Conference on Multimedia and Expo (ICME),</i> July 2021.</li>
<li>S. Y. Pan, C. Y. Lu, <u>S.-P. Lee</u>, and W. H. Peng, "Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks" <i>IEEE International Conference on Multimedia and Expo (ICME),</i> July 2021.</li>
</ul>
</div>
<footer>
</footer>
<!--<table class="member_table later_show element-to-hide">
<tbody>
<tr>
<td><img style="height:150px;width:300px;" src='figures/ivs.png'><img></td>
<td style="vertical-align: top">
<div style="font-weight:bolder;color:blue;margin-top: 20px;">Image/Video Semantic Segmentation</div>
</td>
</tr>
<tr>
<td><img style="height:300px;width:300px;" src='figures/wsss.png'><img></td>
<td style="vertical-align: top">
<div style="font-weight:bolder;color:blue;margin-top: 20px;">Weakly Supervised Semantic Segmentation</div>
</td>
</tr>
</tbody>
</table>-->
</div>
</body>