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<html>
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<title>Xin Huang 黄鑫</title>
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<h1>Xin Huang 黄鑫</h1>
<a style="color: black" href="https://en.nwpu.edu.cn/">Northwestern Polytechnical University</a><br />
<br />
<a href="mailto: [email protected]">
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<span style="font-family: Optima Bold">xinhuang</span>
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mail.nwpu.edu.cn</span></span></span></a>
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<br />
<h1>Biography</h1>
I am currently a final year Ph.D. student in the School of Computer Science of
<a href="https://en.nwpu.edu.cn/">Northwestern Polytechnical University (NPU)</a>,
supervised by <a href="https://teacher.nwpu.edu.cn/qwang.html">Prof. Qing Wang</a>.
My research interests lie in 3D vision and computational photography, with a particular focus on
<u>Neural Radiance Fields (NeRF)</u>, <u>Neural Camera Models</u>, and <u>3D AI-Generated Content (AIGC)</u>.
From 2021 to 2023, I worked as a research intern at the Visual Computing Center,
<a href="https://ai.tencent.com/ailab/en/index">Tencent AI Lab</a>, under the mentorship of
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>. I also interned with the 3D Vision and Computational Photography Group
at <a href="https://liuyebin.com/">Tsinghua University</a>, guided by
<a href="https://liuyebin.com/">Prof. Yebin Liu</a>.
I was a research intern at <a href="https://www.shlab.org.cn/">Shanghai AI Lab</a>,
collaborating with <a href="https://tengfei-wang.github.io/">Tengfei Wang</a> and
<a href="https://liuziwei7.github.io/">Ziwei Liu</a>. I obtained my Bachelor's degree from the School of Computer Science,
NPU, in 2020.
<p style="color: brown">找工作中，如果您对我的工作感兴趣，请联系我。😊</p>
<br />
</td>
</tr>
</table>
<div class="logo">
<a href="https://en.nwpu.edu.cn/"><img src="./images/npu.png" /></a>
<a href="https://ai.tencent.com/ailab/en/index"><img src="./images/ailab.png" /></a>
<a href="https://www.tsinghua.edu.cn/en/"><img src="./images/tsinghua.png" /></a>
<a href="https://www.shlab.org.cn/"><img src="./images/shanghaiailab.png" /></a>
</div>
<h1>News</h1>
[2024/08/23] LTM-NeRF got accepted by <strong style="color: brown">IEEE TPAMI</strong>! 🎉<br>
[2024/02/27] HumanNorm got accepted by <strong style="color: brown">CVPR 2024</strong>! 🎉<br>
[2023/12/26] The code of HumanNorm has been released.<br>
[2023/02/28] Two first-author papers LIRF and NeuCam got accepted by <strong style="color: brown">CVPR 2023</strong>! 🎉🎉<br>
[2022/06/08] The code of HDR-NeRF has been released.<br>
[2022/03/03] One first-author paper HDR-NeRF got accepted by <strong style="color: brown">CVPR 2022</strong>! 🎉<br>
[2021/08/14] I started an internship at Tencent AI Lab.
<br /><br />
<h1 id="citation">Publications</h1>
<!-- Favorite papers are <span style="background-color: lightgoldenrodyellow;">highlighted</span>. <br /> -->
<table class="pub_table">
<!-- Material Anything -->
<tr id="huang2024materialanything">
<td class="pub_td1">
<img src="./about/materialanything.gif" />
</td>
<td class="pub_td2">
<b>Material Anything: Generating Materials for Any 3D Object via Diffusion</b>
<br /><br />
<strong>Xin Huang</strong>,
<a href="https://tengfei-wang.github.io/">Tengfei Wang</a>,
<a href="https://liuziwei7.github.io/">Ziwei Liu</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>arXiv 2024</i>
<br /><br />
<a href="https://xhuangcv.github.io/MaterialAnything/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<a href="https://arxiv.org/abs/2411.15138">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
Paper
</a>
<a href="https://github.com/3DTopia/MaterialAnything">
<i class="fa fa-github" aria-hidden="true"> </i>
Code
</a>
</td>
</tr>
<!-- LTM-NeRF -->
<tr id="huang2024ltmnerf">
<td class="pub_td1">
<img src="./about/ltmnerf.gif" />
</td>
<td class="pub_td2">
<b>LTM-NeRF: Embedding 3D Local Tone Mapping in HDR Neural Radiance Field </b>
<br /><br />
<strong>Xin Huang</strong>,
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
<a href="https://scholar.google.com/citations?user=PhkrqioAAAAJ&hl=en">Ying Feng</a>,
<a href="http://users.cecs.anu.edu.au/~hongdong/">Hongdong Li</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>IEEE Transactions on Pattern Analysis and Machine Intelligence (<strong style="color: brown">IEEE TPAMI 2024</strong>)</i>
<br /><br />
<a href="https://xhuangcv.github.io/LTM-NeRF/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<a href="https://ieeexplore.ieee.org/document/10645297">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
Paper
</a>
</td>
</tr>
<!-- HumanNorm -->
<tr id="huang2023humannorm">
<td class="pub_td1">
<img src="./about/humannorm.gif" />
</td>
<td class="pub_td2">
<b>HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation </b><iframe
src="https://ghbtns.com/github-btn.html?user=xhuangcv&repo=humannorm&type=star&count=true&v=2&size=small"
frameborder="0" scrolling="0" width="100" height="20"></iframe>
<br /><br />
<strong>Xin Huang</strong><sup>*</sup>,
<a href="https://dsaurus.github.io/saurus/">Ruizhi Shao<sup>*</sup>,
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
<a href="https://zhanghongwen.cn/">Hongwen Zhang</a>,
<a href="https://scholar.google.com/citations?user=PhkrqioAAAAJ&hl=en">Ying Feng</a>,
<a href="https://www.liuyebin.com/">Yebin Liu</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html ">Qing Wang</a>
<br />
<i>Computer Vision and Pattern Recognition 2024 (<strong style="color: brown">CVPR 2024</strong>)</i>
<br /><br />
<a href="https://humannorm.github.io/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<a href="https://github.com/xhuangcv/humannorm">
<i class="fa fa-github" aria-hidden="true"> </i>
Code
</a>
<a href="https://arxiv.org/abs/2310.01406">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
arXiv
</a>
<a href="https://www.youtube.com/watch?v=2y-0Kfj5-FI">
<i class="fa fa-video" aria-hidden="true"> </i>
Video
</a>
</td>
</tr>
<!-- Neural Camera -->
<tr id="huang2023neucam">
<td class="pub_td1">
<img src="./about/neucam.gif" />
</td>
<td class="pub_td2">
<b>Inverting the Imaging Process by Learning an Implicit Camera Model </b><iframe
src="https://ghbtns.com/github-btn.html?user=xhuangcv&repo=neucam&type=star&count=true&v=2&size=small"
frameborder="0" scrolling="0" width="100" height="20"></iframe>
<br /><br />
<strong>Xin Huang</strong>,
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
<a href="https://scholar.google.com/citations?user=PhkrqioAAAAJ&hl=en">Ying Feng</a>,
<a href="http://users.cecs.anu.edu.au/~hongdong/">Hongdong Li</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>Computer Vision and Pattern Recognition 2023 (<strong style="color: brown">CVPR 2023</strong>)</i>
<br /><br />
<a href="https://xhuangcv.github.io/neucam/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<a href="https://github.com/xhuangcv/neucam">
<i class="fa fa-github" aria-hidden="true"> </i>
Code
</a>
<a href="https://arxiv.org/abs/2304.12748">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
arXiv
</a>
<a href="">
<i class="fa fa-video" aria-hidden="true"> </i>
Video
</a>
</td>
</tr>
<!-- LIRF -->
<tr id="huang2023lirf">
<td class="pub_td1">
<img src="./about/lirf.gif" />
</td>
<td class="pub_td2">
<b>Local Implicit Ray Function for Generalizable Radiance Field Representation </b>
<br /><br />
<strong>Xin Huang</strong>,
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
<a href="https://scholar.google.com/citations?user=PhkrqioAAAAJ&hl=en">Ying Feng</a>,
<a href="https://xiaoyu258.github.io/">Xiaoyu Li</a>,
<a href="https://xuanwangvc.github.io/">Xuan Wang</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>Computer Vision and Pattern Recognition 2023 (<strong style="color: brown">CVPR 2023</strong>)</i>
<br /><br />
<a href="https://xhuangcv.github.io/lirf/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<!-- <a href="https://github.com/xhuangcv/lirf">
<i class="fa fa-github" aria-hidden="true"> </i>
Code
</a> -->
<a href="https://arxiv.org/abs/2304.12746">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
arXiv
</a>
<a href="">
<i class="fa fa-video" aria-hidden="true"> </i>
Video
</a>
</td>
</tr>
<!-- HDR-NeRF -->
<tr id="huang2022hdrnerf">
<td class="pub_td1">
<img src="./about/hdrnerf.gif" />
</td>
<td class="pub_td2">
<b>HDR-NeRF: High Dynamic Range Neural Radiance Fields </b>
<iframe
src="https://ghbtns.com/github-btn.html?user=xhuangcv&repo=hdr-nerf&type=star&count=true&v=2&size=small"
frameborder="0" scrolling="0" width="100" height="20"></iframe>
<br /><br />
<strong>Xin Huang</strong>,
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
Ying Feng,
<a href="http://users.cecs.anu.edu.au/~hongdong/">Hongdong Li</a>,
<a href="https://xuanwangvc.github.io/">Xuan Wang</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>Computer Vision and Pattern Recognition 2022 (<strong style="color: brown">CVPR 2022</strong>)</i>
<br /><br />
<a href="https://xhuangcv.github.io/hdr-nerf/">
<i class="fas fa-home" aria-hidden="true"> </i>
Home
</a>
<a href="https://github.com/xhuangcv/hdr-nerf">
<i class="fa fa-github" aria-hidden="true"> </i>
Code
</a>
<a href="https://arxiv.org/abs/2111.14451">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
arXiv
</a>
<a href="https://youtu.be/GmxsW9L1O6s">
<i class="fa fa-video" aria-hidden="true"> </i>
Video
</a>
</td>
</tr>
<!-- MHI -->
<tr id="zhang2022mhi">
<td class="pub_td1">
<img src="./about/mhi.gif" />
</td>
<td class="pub_td2">
<b>Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis </b>
<br /><br />
<a href="https://qzhang-cv.github.io/">Qi Zhang</a>,
<strong>Xin Huang</strong>,
Ying Feng,
Xue Wang,
<a href="http://users.cecs.anu.edu.au/~hongdong/">Hongdong Li</a>,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>arXiv 2022</i>
<br /><br />
<a href="https://arxiv.org/abs/2204.00156">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
arXiv
</a>
</td>
</tr>
<!-- Relighting -->
<tr id="hu2021any">
<td class="pub_td1">
<img src="./about/relighting.png" />
</td>
<td class="pub_td2">
<b>SA-AE for Any-to-Any Relighting </b>
<br /><br />
Zhongyun Hu,
<strong>Xin Huang</strong>,
Yaning Li,
<a href="https://teacher.nwpu.edu.cn/qwang.html">Qing Wang</a>
<br />
<i>European Conference on Computer Vision Workshops: (<strong style="color: brown">ECCV 2020
Workshops</strong>)</i>
<br /><br />
<a href="https://link.springer.com/chapter/10.1007/978-3-030-67070-2_32">
<i class="fa fa-file-lines" aria-hidden="true"> </i>
Paper
</a>
</td>
</tr>
<!-- <tr id="xiu2021icon" class="focus">
<td class="pub_td1">
<img src="./about/icon.jpeg" />
</td>
<td class="pub_td2">
<b>ICON: Implicit Clothed humans Obtained from Normals </b>
<iframe
src="https://ghbtns.com/github-btn.html?user=yuliangxiu&repo=ICON&type=star&count=true&v=2&size=small"
frameborder="0"
scrolling="0"
width="100"
height="20"
></iframe
><a
href="https://colab.research.google.com/drive/1-AWeWhPvCTBX0KfMtgtMk10uPU05ihoA?usp=sharing"
>
<img
style="
height: 20px;
outline: 1px solid grey;
border-radius: 5pt;
"
src="https://upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Google_Colaboratory_SVG_Logo.svg/256px-Google_Colaboratory_SVG_Logo.svg.png"
/> </a
> <a href="https://huggingface.co/spaces/Yuliang/ICON">
<img
style="
height: 20px;
outline: 1px solid grey;
border-radius: 5pt;
"
src="https://avatars.githubusercontent.com/u/25720743?s=200&v=4"
/> </a
><br /><br />
<strong>Yuliang Xiu</strong>,
<a href="https://is.mpg.de/~jyang">Jinlong Yang</a>,
<a href="https://ps.is.mpg.de/~dtzionas">Dimitrios Tzionas</a>,
<a href="https://ps.is.mpg.de/~black">Michael J. Black</a>
<br />
<i
>Computer Vision and Pattern Recognition 2022 (<strong
style="color: brown"
>CVPR 2022</strong
>)</i
><br /><br />
<a
shape="rect"
href="javascript:toggleabs('xiu2021icon')"
class="toggleabs"
><i class="fas fa-angle-double-down" aria-hidden="true"
> </i
>Intro </a
>
<a href="https://icon.is.tue.mpg.de"
><i class="fas fa-home" aria-hidden="true"> </i
>Home </a
>
<a href=""
><i class="fa fa-file-lines" aria-hidden="true"> </i></a
>[<a href="https://arxiv.org/abs/2112.09127">arXiv</a>,
<a href="https://readpaper.com/paper/4569785684533977089"
>Reader</a
>]
<a
href="https://www.icloud.com.cn/keynote/01dxNGQJ8mBIIUG6i8O61_UCA#ICON-CVPR2022"
><i class="fas fa-chalkboard-user" aria-hidden="true"> </i
>Slides </a
>
<a href=""
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>Video </a
>[<a href="https://youtu.be/hZd6AYin2DE">En</a>,
<a href="https://jmq.xet.tech/s/4qkfFu">中</a>]
<a href="https://zhuanlan.zhihu.com/p/477379718"
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<h1>Talks</h1>
<li>高动态范围神经辐射场—HDR-NeRF (<a href="https://www.shenlanxueyuan.com/open/course/158">深蓝学院</a>)</li>
<h1>Honors and Awards</h1>
<li> <b>China National Scholarship</b>, 2024.</li>
<li> <b>Outstanding Graduate Students (6%)</b> in Northwestern Polytechnical University, 2020.</li>
<li> <b>Champion</b> in China Robot Competition - Dancing Robots Project, 08/2019.</li>
<li> <b>Champion</b> in China Robot Competition - Dancing Robots Project, 08/2018.</li>
<li> <b>Meritorious Winner (7.2%)</b> in International Mathematical Contest in Modeling (MCM), 02/2018.</li>
<li> <b>Outstanding Students</b> in Northwestern Polytechnical University, 2017 and 2019.</li>
<li> <b>First Prize ($7,200)</b> in Face Recognition Hackathon, Shaanxi, China, 11/2017.</li>
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