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<!DOCTYPE HTML>
<!--
Introspect by TEMPLATED
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
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<html>
<head>
<title>Xuan Luo</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body>
<!-- Header -->
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<div class="inner">
<a href="index.html" class="logo">Xuan Luo <emph class="chinese">罗璇</emph></a>
<nav id="nav">
<a href="#publication-list">Research</a>
<a href="projects.html">Projects</a>
<a href="https://photos.app.goo.gl/QtGANBN2gAcajLza9">Fun</a>
</nav>
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<a href="#menu" class="navPanelToggle"><span class="fa fa-bars"></span></a>
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<span class="image fit photo"><img src="https://scholar.googleusercontent.com/citations?view_op=medium_photo&user=ZLIK2qIAAAAJ&citpid=1" alt="" /></span>
</div>
</div>
</section>
<!-- One -->
<section id="one">
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<header>
<h2>About<!-- <span class="image right"><img src="images/badge photo.jpg" alt="" /></span> --></h2>
</header>
<!-- <div class="image right">
<img src="images/education/UW.GIF" alt=""/>
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<img src="images/education/SJTU.png" alt="" />
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<div class="row">
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<p>
I am a Research Scientist at Google, working on novel view synthesis for the <a href="https://starline.google/">Project Starline</a> team.
<!-- My work involves combining virtual/augmented reality with computer vision and graphics to create innovative visual experiences. -->
My research interests include 3D vision, generative models, and computational photography.
<br>
Before joining Google, I was a Ph.D. student at the University of Washington, where I worked with <a class="para-link" href="https://homes.cs.washington.edu/~seitz/">Steven M. Seitz</a>, <a href="https://jasonlawrence.info/">Jason Lawrence</a>, and <a href="http://www.ricardomartinbrualla.com/">Ricardo Martin Brualla</a>. I have also had the privilege of interning at Google, Disney Research Zurich, and Facebook. I hold a B.S. from <a class="para-link" href="http://www.sjtu.edu.cn">Shanghai Jiao Tong University</a>, where I worked with <a class="para-link" href="http://www.cs.sjtu.edu.cn/PeopleDetail.aspx?id=95">Hongtao Lu</a>, and I also visited the <a class="para-link" href="http://www.nus.edu.sg">National Univerity of Singapore</a> collaborating with <a class="para-link" href="https://www.ece.nus.edu.sg/stfpage/eleyans/">Shuicheng Yan</a>.
</p>
<ul class="actions fit">
<li><a href="cv.pdf" class="button alt fit small">Resume</a></li>
<li><a href="https://www.linkedin.com/in/xuanluo-roxanne" class="button special fit small icon fa-linkedin">Linkedin</a></li>
<li><a href="https://scholar.google.com/citations?hl=en&user=ZLIK2qIAAAAJ" class="button fit small">Google Scholar</a></li>
</ul>
</div>
<div class="4u 12u$(small)">
<p><em>xuluo at google dot com</em></p>
<ul class="actions">
<li>601 N 34th St,</li>
<br>
<li>Seattle, WA 98103</li>
</ul>
</div>
</div>
</section>
<section id="one" class="education">
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<div class="row">
<header>
<h2>Education</h2>
</header>
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<div class="6u 12u(small)">
<div class="image left">
<img src="images/education/UW.GIF" alt="" />
</div>
<h4><a class="para-link" href="http://www.washington.edu">University of Washington</a></h4>
<p><b>2015-2021 (Expected)</b> Ph.D. student</p>
</div>
<div class="6u 12u(small)">
<div class="image left">
<img src="images/education/SJTU.png" alt="" />
</div>
<header>
<h4><a class="para-link" href="http://www.sjtu.edu.cn">Shanghai Jiao Tong University</a></h4>
</header>
<p><b>2011-2015</b> B.S. in Computer Science</p>
</div>
</div>
</div>
</section>
<!-- Education -->
<!-- <section id="three" class="education">
<div class="inner title">
<h2>Education</h2>
</div>
<div class="inner">
<article>
<div class="content">
<div class="image left">
<img src="images/education/UW.GIF" alt="" />
</div>
<header>
<h4><a class="para-link" href="http://www.washington.edu">University of Washington</a></h4>
</header>
<p><b>2015-now</b> Graduate student</p>
</div>
</article>
<article class="alt">
<div class="content">
<div class="image left">
<img src="images/education/SJTU.png" alt="" />
</div>
<header>
<h4><a class="para-link" href="http://www.sjtu.edu.cn">Shanghai Jiao Tong University</a></h4>
</header>
<p><b>2011-2015</b> B.S. in Computer Science</p>
</div>
</article>
<article>
<div class="content"> -->
<!-- <span class="icon fa-laptop"></span>
<header>
<h3>Sed Magna</h3>
</header>
<p>Suspendisse mauris. Fusce accumsan mollis eros. Pellentesque a diam sit amet mi ullamcorper vehicula.</p>
<ul class="actions">
<li><a href="#" class="button alt">Learn More</a></li>
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<!-- </div>
</article>
</div>
</section> -->
<!-- Two -->
<!-- <section id="two">
<div class="inner">
<article>
<div class="content">
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<img src="images/education/uwsod.GIF" alt="" />
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<header>
<h4><a class="para-link" href="http://www.washington.edu">University of Washington</a></h4>
</header>
<p><b>2015-now</b> Graduate student</p>
</div>
</article>
<article class="alt">
<div class="content">
<div class="image left">
<img src="images/education/SJTU.png" alt="" />
</div>
<header>
<h4><a class="para-link" href="http://www.sjtu.edu.cn">Shanghai Jiao Tong University</a></h4>
</header>
<p><b>2011-2015</b> B.S. in Computer Science</p>
</div>
</article>
</div>
</section> -->
<section id = "publication-list">
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<h2>Publication</h2>
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<div class="inner">
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<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="papers/quark/thumbnail.gif">
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Quark: Real-time, High-resolution, and General Neural View Synthesis</h3>
<h4><em><a href=""></a></em></h4>
<h4><em>SIGGRAPH ASIA 2024</em></h4>
<p class="author">
<a href="https://www.linkedin.com/in/john-flynn-5766b11/" target="_blank">John Flynn*</a>,
<a href="https://broxtronix.github.io/" target="_blank">Michael Broxton*</a>,
<a href="http://lmurmann.net/" target="_blank">Lukas Murmann*</a>,
<a href="https://chail.github.io/" target="_blank">Lucy Chai</a>,
<a href="https://matthewduvall.com" target="_blank">Matthew DuVall</a>,
<a href="http://www0.cs.ucl.ac.uk/staff/C.Godard/" target="_blank">Clément Godard</a>,
<a href="https://www.kathrynheal.com" target="_blank">Kathryn Heal</a>,
<a href="https://kaza.io/portfolio" target="_blank">Srinivas Kaza</a>,
<a href="https://stephenlombardi.github.io/" target="_blank">Stephen Lombardi</a>,
Xuan Luo,
<a href="https://scholar.google.com/citations?user=xDYdjOkAAAAJ&hl=en" target="_blank">Supreeth Achar</a>,
<a href="#" target="_blank">Kira Prabhu</a>,
<a href="https://www.kevinkingo.com" target="_blank">Tiancheng Sun</a>,
<a href="#" target="_blank">Lynn Tsai</a>,
<a href="https://www.linkedin.com/in/ryan-overbeck-b3983319" target="_blank">Ryan Overbeck</a>
</p>
</header>
<ul>
<a class="button alt" href="https://quark-3d.github.io/">Project Page</a>
<a class="button special" href="https://youtu.be/w9Oqhaqbsyo">Video</a>
<a class="button" href="https://dl.acm.org/doi/10.1145/3687953">Paper</a>
</ul>
</div>
</div>
</div>
<!-- </div> -->
<!-- </div> -->
<div class="inner">
<div class="row">
<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="https://github.com/royorel/StyleSDF/raw/main/assets/teaser.png">
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation</h3>
<h4><em>CVPR 2022</em></h4>
<p class="author">
<a href="https://homes.cs.washington.edu/~royorel/">R. Or-El</a>,
Xuan Luo,
<a href="https://shanmy.github.io/">M. Shan</a>,
<a class="para-link" href="https://research.adobe.com/person/eli-shechtman/">E. Shechtman</a>,
<a href="https://jjparkcv.github.io/">J. J. Park</a>,
<a href="https://www.irakemelmacher.com/">I. Kemelmacher-Shlizerman</a>
</p>
</header>
<span style="color:#FF0000">Selected for oral presentation</span>
<br>
<a class="button alt" href="https://stylesdf.github.io/">Project Page</a>
<a class="button" href="https://arxiv.org/abs/2112.11427">Paper</a>
<a class="button special" href="https://github.com/royorel/StyleSDF">Code</a>
</ul>
</div>
</div>
</div>
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<div class="inner">
<div class="row">
<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="images/publication/time-travel-rephotography.gif">
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Time-Travel Rephotography</h3>
<h4><em><a href=""></a></em></h4>
<p class="author">
Xuan Luo,
<a href="https://people.eecs.berkeley.edu/~cecilia77/">Cecilia Zhang</a>,
<a href="https://www.linkedin.com/in/paul-yoo-768a3715b">Paul Yoo</a>,
<a href="http://www.ricardomartinbrualla.com/">Ricardo Martin Brualla</a>,
<a href="http://www.cs.virginia.edu/~jdl/">Jason Lawrence</a>,
<a class="para-link" href="https://homes.cs.washington.edu/~seitz/">Steven M. Seitz</a></p>
</header>
<ul>
<a class="button alt" href="http://time-travel-rephotography.github.io">Project Page</a>
<a class="button special" href="https://youtu.be/ceIopN2UZ_s">Video</a>
<a class="button special" href="https://youtu.be/C8IV7xK7-UI">Talk</a>
<a class="button" href="https://arxiv.org/abs/2012.12261">Paper</a>
</ul>
<ul>
<a href="https://youtu.be/2wcw_O_19XQ">
<img width="64" class="is-rounded" src="https://yt3.ggpht.com/a/AATXAJzV7GtApxdOTiRhzYwt8-ZP5SBlp3c8R11OxBSOIA=s288-c-k-c0xffffffff-no-rj-mo" alt="Two Minute Papers">
</a>
<a href="https://gizmodo.com/new-photo-colorizing-process-factors-in-how-skin-reacts-1846682343">
<img width="64" class="is-rounded" src="http://cdn.shopify.com/s/files/1/0328/4801/9595/products/mockup-fb7c17b3_1200x1200.jpg?v=1584536038" alt="GIZMODO">
</a>
</ul>
</div>
</div>
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<div class="inner">
<div class="row">
<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="images/publication/ConsistentDepth/thumbnail.gif">
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Consistent Video Depth Estimation</h3>
<h4><em>SIGGRAPH 2020</em></h4>
<p class="author">
Xuan Luo,
<a href="https://filebox.ece.vt.edu/~jbhuang/">Jia-Bin Huang</a>,
<a class="para-link" href="http://szeliski.org/RichardSzeliski.htm">Richard Szeliski</a>,
<a href="https://www.linkedin.com/in/kevin-matzen-b3714414">Kevin Matzen</a>,
<a href="https://johanneskopf.de">Johannes Kopf</a>
</p>
</header>
<a class="button alt" href="https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/">Project Page</a>
<a class="button special" href="https://youtu.be/5Tia2oblJAg">Video</a>
<a class="button" href="https://arxiv.org/abs/2004.15021">Paper</a>
<a class="button special" href="https://github.com/facebookresearch/consistent_depth">Code</a>
</ul>
</div>
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<div class="inner">
<div class="row">
<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="images/publication/keystone_depth.gif">
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">KeystoneDepth: History in 3D</h3>
<h4><em><a href="http://3dv2020.dgcv.nii.ac.jp/index.html">3DV 2020</a></em></h4>
<p class="author">
Xuan Luo,
<a href="https://www.linkedin.com/in/annykongyanmeng/">Yanmeng Kong</a>,
<a href="http://www.cs.virginia.edu/~jdl/">Jason Lawrence</a>,
<a href="http://www.ricardomartinbrualla.com/">Ricardo Martin Brualla</a>,
<a class="para-link" href="https://homes.cs.washington.edu/~seitz/">Steven M. Seitz</a></p>
</header>
</header>
<a class="button alt" href="https://keystonedepth.cs.washington.edu">Project Page</a>
<a class="button special" href="https://youtu.be/nm2WYARNH1Q">Video</a>
<a class="button special" href="https://youtu.be/_AFnmkC_6OQ">Talk</a>
<a class="button" href="https://drive.google.com/file/d/1BJfCib_7b-kaxR5f2Kz8poJBPeeKl_ut/view?usp=sharing">Paper</a>
</ul>
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<div class="inner">
<div class="row">
<div class="4u 6u(medium) 12u$(small)">
<span class="image fit">
<img src="images/publication/KeystoneDepth/thumbnail.gif" alt="" />
</span>
</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Slow Glass: Visualizing History in 3D</h3>
<a href="https://mixedreality.cs.cornell.edu/workshop/2020"><h4><em>Fourth Workshop on Computer Vision for AR/VR, 2020</em></h4></a>
<p class="author">
Xuan Luo,
<a href="https://www.linkedin.com/in/annykongyanmeng/">Yanmeng Kong</a>,
<a href="http://www.cs.virginia.edu/~jdl/">Jason Lawrence</a>,
<a href="http://www.ricardomartinbrualla.com/">Ricardo Martin Brualla</a>,
<a class="para-link" href="https://homes.cs.washington.edu/~seitz/">Steven M. Seitz</a></p>
</header>
<a class="button alt" href="https://keystonedepth.cs.washington.edu">Project Page</a>
<a class="button special" href="https://youtu.be/GQiqaxYmTeo">Video</a>
<a class="button" href="https://drive.google.com/file/d/1MGIC9OsMq-Timi8ZGoRXVSTS3ALs3IoR/view">Paper</a>
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<img src="images/publication/PeppersCone/PeppersCone.gif">
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</div>
<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Pepper's Cone: An Inexpensive Do-It-Yourself 3D Display</h3>
<h4><em>UIST 2017</em></h4>
<p class="author">
Xuan Luo,
<a href="http://www.cs.virginia.edu/~jdl/">Jason Lawrence</a>,
<a class="para-link" href="https://homes.cs.washington.edu/~seitz/">Steven M. Seitz</a>
</p>
</header>
<a class="button alt" href="PeppersCone.html">Project Page</a>
<a class="button special" href="https://youtu.be/W2P-suog684">Video</a>
<a class="button special" href="https://youtu.be/dppCXj11I_Q">Talk</a>
<a class="button" href="papers/PeppersCone/Pepper_s_Cone_UIST_2017.pdf">Paper</a>
<!--<a href="#" class="button special icon fa-github">software</a>
<a href="#" class="button special icon fa-apple">app</a>
-->
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<img src="images/publication/purine.png" alt="" />
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<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Purine: A graph-based deep learning framework</h3>
<h4><em>ICLR 2015</em></h4>
<p class="author">Min Lin, Shuo Li, Xuan Luo</p>
</header>
<!-- <p class="d">We introduce a novel deep learning framework, Purine, in which a deep network is expressed as a bipartite graph (bi-graph) composed of interconnected operators and data tensors. We demonstrate that different parallelism schemes over GPUs and/or CPUs on single or multiple PCs can be universally implemented by graph composition.</p> -->
<a class="button special" href="slides/purine_introduction.html">ppt</a>
<a class="button" href="http://arxiv.org/abs/1412.6249">Paper</a>
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<h3 class="paper-title">Fast Non-local Stereo Matching based on Hierarchical Disparity Prediction</h3>
<p class="author">Xuejiao Bai, Xuan Luo, Shuo Li, Hongtao Lu, Sei-ichiro Kamata</p>
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<p><b>Demo videos:</b>
KITTI:
<small>
<a href="demos/kitti/kitti_mst160.mov">MST, </a>
<a href="demos/kitti/kitti_st160.mov">ST, </a>
<a href="demos/kitti/kitti_rt160.mov">RT</a>
</small>
, WASEDA:
<small>
<a href="demos/waseda/waseda_mst31.mov">MST, </a>
<a href="demos/waseda/waseda_st31.mov">ST, </a>
<a href="demos/waseda/waseda_rt31.mov">RT</a>
</small>
</p>
<a class="button" href="http://arxiv.org/abs/1509.08197">Paper</a>
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<header>
<h3 class="paper-title">Adaptive Stereo Matching via Loop-erased Random Walk</h3>
<h4><em>ICIP 2014</em></h4>
<p class="author">Xuejiao Bai, Xuan Luo, Shuo Li, Hongtao Lu</p>
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<a class="button" href="papers/icip2014.pdf">Paper</a>
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<h2>Invited Talks</h2>
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<div class="8u 6u$(medium) 12u$(small)">
<header>
<h3 class="paper-title">Consistent Video Depth Estimation</h3>
<h4><em><a href="http://games-cn.org">GAMES: Graphics And Mixed Environment Seminar</a></em> (12/24/2020)</h4>
</header>
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<a href="http://games-cn.org/games-webinar-20201224-168/">Webinar Post</a> / Slides (
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<a href="https://drive.google.com/file/d/1ZxTCDyIrx7D8Q35hEDIEqdPNFsBil-DA/view?usp=sharing">PDF</a> /
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<h3 class="paper-title">水淹厨房的魔法:几何一致的视频深度算法</h3>
<h4><em><a href="https://zhuanlan.zhihu.com/p/145094397">AAA校友2020云上会</a></em> (05/16/2020)</h4>
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Webinar Summary (<a href="https://zhuanlan.zhihu.com/p/150065283">知乎</a> / <a href="https://mp.weixin.qq.com/s?__biz=MzU5ODkxMzk0NQ==&mid=2247486137&idx=1&sn=295cfc9e062bc5c8eb49cea8073f305a&chksm=febdac4fc9ca25599b4794f9368022f8206bdc0d7d7f3b016e36ef6f1d168f0fd391cc8e535b&scene=21#wechat_redirect">伯禹人工智能学院</a>)
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