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# kminsoo.github.io
# kminsoo.github.io
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<font size="6"> Minsoo Kang </font>
</b>
<br /> <br />
Ph.D. Candidate at Seoul National University <br />
Email : <a href="mailto:[email protected]">kminsoo [at] snu [dot] ac [dot] kr </a> <br />
Research Engineer at SK Telecom <br />
Email : <a href="mailto:[email protected]">minsookang0908 [at] gmail [dot] com </a> <br />
<a href="https://scholar.google.com/citations?user=in5F4IUAAAAJ&hl=ko">[google scholar]</a>
<a href="https://drive.google.com/file/d/1p-HfkrfG5bUoO06Y-iGHXyBnhPmYEiFX/view?usp=sharing">[curriculum vitae]</a>
</p>
</td>
</tr>
</table>

<!--
<h1>News</h1>
<ul>
<li><p>[Feb 2020] One paper is accepted to CVPR 2020.
<li><p>[Nov 2019] One paper is accepted to AAAI 2020.
<li><p>[Apr 2019] Our paper entiled "Streamlined Dense Video Captioning" is now available on arXiv. This work is done during my internship program at Sanp Research.
<a class="news" target="_blank" href="http://arxiv.org/abs/1904.03870">[arXiv preprint]</a>
</li>
<li><p>[Apr 2019] We release the dataset and code for the paper "Transfer Learning via Unsupervised Task Discovery for Visual Question Answering"
and the paper is available on arXiv.
<a class="news" target="_blank" href="https://arxiv.org/abs/1810.02358">[arXiv preprint]</a>
<a class="news" target="_blank" href="https://github.com/HyeonwooNoh/vqa_task_discovery">[code]</a>
</li>
<li><p>[Feb 2019] Two papers "Streamlined Dense Video Captioning" <font color=red>(oral)</font> and "Transfer Learning via Unsupervised Task Discovery for Visual Question Answering" are accepted to CVPR 2019.
</li>
<li><p>[Sep 2018] Our paper "Learning to Specialize with Knowledge Distillation for Visual Question Answering" is accepted to NeurIPS 2018.
</li>
<li><p>[Jun 2018] I am working at Snap Research in Venice as a research intern.
</li>
Our paper <strong>"Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization"</strong> is accepted to <strong>NIPS 2017</strong>.
<a class="news" target="_blank" href="https://arxiv.org/abs/1710.05179">[paper]</a><a class="news" target="_blank" href="./papers/noh2017regularizing/noh2017regularizing_poster.pdf">[poster]</a><a class="news" target="_blank" href="https://youtu.be/QA8K4zQmLc4">[video]</a/>
<li><p>[Dec 2016] Our paper about new dataset of video question answering, which is called as MarioQA, is now available at <b><a href="http://arxiv.org/abs/1612.01669">arXiv</a></b> </p>
</li>
<li><p>[Nov 2016] Our paper about image captioning has been accepted to AAAI 2017 </p>
</li>
</ul>
-->


<!-- Education Section -->
<h1>Education</h1>
<ul>
<li>
<p><b>M.S. &amp; Ph.D. integrated course</b>, <a href="http://cv.snu.ac.kr">Computer Vision Lab</a>, <a
href="http://snu.ac.kr">Seoul National University</a> (Mar. 2018 &ndash; Feb. 2024 (expected))</p>
</li>
<ul>
<p><b>M.S. &amp; Ph.D. integrated course</b>, <a href="http://cv.snu.ac.kr">Computer Vision Lab</a>, <a
href="http://snu.ac.kr">Seoul National University</a> (Mar. 2018 &ndash; Feb. 2024)</p>
</li>
<ul>
<li>Advisor : <a href="http://cv.snu.ac.kr/~bhhan">Prof. Bohyung Han</a>
</ul>
<li>Thesis : Knowledge Distillation for Ensemble Learning, Generative Modeling, and Continual Learning <br />
Committee: Prof. Kyoung Mu Lee, Minsu Cho, Taesup Moon, and Suha Kwak <br />
</ul>
<li>
<p><b>B.S</b>. <a href="http://ee.postech.ac.kr">School of Electrical Engineering</a>, <a
href="http://postech.ac.kr">POSTECH</a> (Mar. 2011 &ndash; Feb. 2018)</p>
Expand All @@ -92,14 +68,56 @@ <h1>Education</h1>
<h1>Work Experiences</h1>
<ul>
<li>
<p><b>Research Intern</b>, Kakao Brain, Pangyo, Seongnam, Korea (Jan. 2022 &ndash; Aug. 2022)</p>
<p><b>Research Engineer</b> at SK Telecom (Jan. 2025 &ndash; Current)</p>
</li>
<li>
<p><b>Staff Engineer</b> at Samsung Advanced Institute of Technology (Mar. 2024 &ndash; Dec. 2024)</p>
</li>
<li>
<p><b>Research Intern</b> at Kakao Brain (Jan. 2022 &ndash; Aug. 2022)</p>
</li>
</ul>


<!-- Publication Section -->
<h1>Publications</h1>

<!-- OIG-->
<table class="imgtable">
<tr>
<td>
<img src="imgs/WACV2025.png" alt="" width="280px" height="110px" />&nbsp;
</td>
<td align="left">
<p><b><a href="https://eccv2024.ecva.net">
Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance
</a></b> <br />
Hyunsoo Lee, <u><b>Minsoo Kang</b></u>, Bohyung Han <br />
To appear in WACV 2025 <br />
</p>
</td>
</tr>
</table>
<p><br /></p>

<!-- PIC-->
<table class="imgtable">
<tr>
<td>
<img src="imgs/ECCV2024.png" alt="" width="280px" height="110px" />&nbsp;
</td>
<td align="left">
<p><b><a href="https://eccv2024.ecva.net">
Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation
</a></b> <br />
Junsung Lee, <u><b>Minsoo Kang</b></u>, Bohyung Han <br />
In ECCV 2024 <br />
<a class="news" target="_blank" href="https://arxiv.org/abs/2409.08077">[arXiv preprint]</a>
</p>
</td>
</tr>
</table>
<p><br /></p>

<!-- CSG-->
<table class="imgtable">
Expand All @@ -114,6 +132,7 @@ <h1>Publications</h1>
Hyunsoo Lee*, <u><b>Minsoo Kang*</b></u>, Bohyung Han (* equal contribution) <br />
In NeurIPS 2023 <br />
<a class="news" target="_blank" href="https://arxiv.org/abs/2305.18007">[arXiv preprint]</a>
<a class="news" target="_blank" href="https://github.com/Hleephilip/CSG">[code]</a>
</p>
</td>
</tr>
Expand Down Expand Up @@ -149,9 +168,9 @@ <h1>Publications</h1>
<p><b><a href="https://arxiv.org/abs/2303.16050">
Information-Theoretic GAN Compression with Variational Energy-based Model</a></b> <br />
<u><b>Minsoo Kang</b></u>, Hyewon Yoo, Eunhee Kang, Sehwan Ki, Hyong-Euk Lee, Bohyung Han<br />
In NuerIPS 2022 <br />
In NeurIPS 2022 <br />
<a target="_blank"
href="https://arxiv.org/abs/2303.16050">[paper]</a>
href="https://arxiv.org/abs/2303.16050">[arXiv preprint]</a>
<a class="news" target="_blank" href="https://openreview.net/attachment?id=sRKNkpUMQNr&name=supplementary_material">[code]</a>
</p>
</td>
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<!-- Awards and Honors Section -->
<h1>Awards and Honors</h1>
<ul>
<li>
<p><b>Google Ph.D. Fellowship Finalist</b>, 2023</p>
</li>
<li>
<p><b>NeurIPS Scholar Award</b>, 2022</p>
</li>
Expand All @@ -256,31 +272,11 @@ <h1>Awards and Honors</h1>
<p><b>Google Student Travel Grants for CVPR</b>, 2022</p>
</li>
<li>
<p><b>Jigok Scholarship</b>, POSTECH, 2011 –
2017</p>
</li>
<li>
<p><b>Silver Medal, Korean Mathematical Olympiad (KMO)</b>, 2010</p>
<p><b>Silver Prize, Korean Mathematical Olympiad (KMO)</b>, 2010</p>
</li>
</ul>


<!-- Projects Section -->
<!--
<h1>Projects</h1>
<ul>
<li><p><b>Video Question Answering with Temporal Reasoning</b> <br />
Software R&amp;D Center, Samsung Electronics Co., South Korea <br />
(Aug 2016 - Dec 2016)</p>
</li>
</ul>
<ul>
<li><p><b>Development of Image Caption Generation Algorithm</b> <br />
DMC R&amp;D Center, Samsung Electronics Co., South Korea <br />
(Aug 2015 - Jul 2016)</p>
</li>
</ul>
-->
</div>
</body>

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