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<!DOCTYPE html>
<!--
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Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
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<html>
<head>
<title>Manu Gopakumar</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 class="is-preload">
<!-- Nav -->
<nav id="nav">
<ul class="container">
<li><a style="text-decoration: none; box-shadow: none" href="#home">Home</a></li>
<li><a style="text-decoration: none; box-shadow: none" href="#publications">Publications</a></li>
<li><a style="text-decoration: none; box-shadow: none" href="#talks">Talks</a></li>
<li><a style="text-decoration: none; box-shadow: none" href="#contact">Contact</a></li>
<li><a style="text-decoration: none; box-shadow: none" href="Resume_0824.pdf">CV</a></li>
</ul>
</nav>
<!-- Home -->
<article id="home" class="wrapper style1">
<div class="container">
<div class="row">
<div class="col-7 col-5-large col-12-medium">
<img style='height: 92.5%; width: 100%; object-fit: cover' src="images/hawaiiPhoto.jpg" alt="" />
</div>
<div class="col-5 col-7-large col-12-medium">
<header>
<h1><strong><font size=10>Manu Gopakumar</font></strong></h1>
</header>
<p align="justify">
I am a 5th year PhD candidate in the Electrical Engineering Department at Stanford University working with <a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://stanford.edu/~gordonwz/">Professor Gordon Wetzstein</a> at the <a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org">Stanford Computational Imaging Lab</a>.
My research interests are centered on the co-design of optical systems and computational algorithms. More specifically, I am currently focused on utilizing novel computational algorithms to unlock high quality 3D and 4D holography and more compact form-factors for holographic displays.
My research is supported by a <a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://vpge.stanford.edu/fellowships-funding/sgf/details">Stanford Graduate Fellowship</a>.
</p>
<p align="justify">
Prior to coming to Stanford, I received a Bachelor's and Master's degree in Electrical and Computer Engineering from Carnegie Mellon University during which I worked with <a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://users.ece.cmu.edu/~pgrover/">Pulkit Grover</a> and <a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://imagesci.ece.cmu.edu">Aswin Sankaranarayanan</a>.
</p>
<p align="justify">
<b>I am looking for a research position in industry starting in the summer of 2025. Please reach out if you think I could be a good fit!</b>
</p>
<!--<a style="text-decoration: none; box-shadow: none" href="#publications" class="button large scrolly">Learn about what I do</a>-->
</div>
</div>
</div>
</article>
<!-- Publications -->
<article id="publications" class="wrapper style2">
<div class="container">
<header>
<h2>Publications</h2>
<p>Here is a list of my recent publications with links to webpages containing additional information on each project:</p>
</header>
<!--9. Thin Holographic AR 2024-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/holographicar/" class="image fit">
<img src="images/Nature2024/thinar_teaser.png" alt="" />
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/holographicar/">
Full-Colour 3D Holographic Augmented-Reality Displays with Metasurface Waveguides
</a>
</font>
<br />
<i>
<u>Manu Gopakumar</u>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://gunyeal.github.io">Gun-Yeal Lee</a>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://bchao1.github.io">Brian Chao</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.eee.hku.hk/~evanpeng/">Yifan Peng</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i><br />
<span font-style="normal">Nature (2024)</span>
</div>
</div>
<!--8. E-Tech 2024-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://dl.acm.org/doi/abs/10.1145/3641517.3664386" class="image fit">
<img src="images/SIGETECH2024/etech2.gif" alt="" />
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://dl.acm.org/doi/abs/10.1145/3641517.3664386">
Holographic Parallax
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://nseungwoo.github.io">Seung-Woo Nam</a>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://dongyeon93.github.io">Dongyeon Kim</a>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://scholar.google.com/citations?user=s_gb6L4AAAAJ&hl=en&oi=sra">Juhyun Lee</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://scholar.google.co.kr/citations?user=PH6ocB0AAAAJ&hl=ko">Siwoo Lee</a>,
<u>Manu Gopakumar</u>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://bchao1.github.io">Brian Chao</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://laser.snu.ac.kr/members/professor">Yoonchan Jeong</a>
</i><br />
<span font-style="normal">SIGGRAPH 2024 Emerging Technologies</span>
</div>
</div>
<!--7. E-Tech 2023-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://dl.acm.org/doi/abs/10.1145/3588037.3595395" class="image fit">
<img src="images/SIGETECH2023/etech1.gif" alt="" />
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://dl.acm.org/doi/abs/10.1145/3588037.3595395">
Neural Holographic Near-eye Displays for Virtual Reality
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://bchao1.github.io">Brian Chao</a>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>*,
<u>Manu Gopakumar</u>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://gunyeal.github.io">Gun-Yeal Lee</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i><br />
<span font-style="normal">SIGGRAPH 2023 Emerging Technologies</span>
</div>
</div>
<!--6. Holographic Projector 2023-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://opg.optica.org/ol/fulltext.cfm?uri=ol-48-15-4041&id=535470">
<video style="font-family: inherit; font-size: inherit; width: 100%;" autoplay="autoplay" loop="loop" muted="">
<source src="images/OL2023/OL2023.mp4" type="video/mp4" />
</video>
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://opg.optica.org/ol/fulltext.cfm?uri=ol-48-15-4041&id=535470">
High-Brightness Holographic Projection
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://bchao1.github.io">Brian Chao</a>,
<u>Manu Gopakumar</u>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i><br />
<span font-style="normal">Optics Letters (2023)</span>
</div>
</div>
<!--5. TMNH 2022-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/time-multiplexed-neural-holography/" class="image fit">
<img src="images/SIG2022/tmnh_teaser.gif" alt="" />
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/time-multiplexed-neural-holography/">
Time-multiplexed Neural Holography: A Flexible Framework for Holographic Near-eye Displays with Fast Heavily-quantized Spatial Light Modulators
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>*,
<u>Manu Gopakumar</u>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.eee.hku.hk/~evanpeng/">Yifan Peng</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.cs.cmu.edu/~motoole2/">Matthew O'Toole</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i><br />
<span font-style="normal">SIGGRAPH 2022</span>
<!--
<br /><br /><br />
<a style="text-decoration: none; box-shadow: none" href="https://drive.google.com/file/d/1n8xSdHgW0D5G5HhwSKrqCy1iztAcDHgX/view?usp=sharing"> [Technical Paper] </a> | <a style="text-decoration: none; box-shadow: none" href="https://drive.google.com/file/d/1n9hdLq1xvur4I_OkGNyFgoKHGDZcMxcE/view"> [Supplement] </a> |
<a style="text-decoration: none; box-shadow: none" href="https://www.computationalimaging.org/publications/time-multiplexed-neural-holography/">[Project Page]</a> | [Code (Coming soon!)]
-->
</div>
</div>
<!--4. Thin Holographic VR 2022-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://research.nvidia.com/publication/2022-08_holographic-glasses-virtual-reality" class="image fit">
<img src="images/SIG2022/thinvr_teaser.png" alt="" />
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://research.nvidia.com/publication/2022-08_holographic-glasses-virtual-reality">
Holographic Glasses for Virtual Reality
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<u>Manu Gopakumar</u>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.eee.hku.hk/~evanpeng/">Yifan Peng</a>,
Ward Lopes,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i><br />
<span font-style="normal">SIGGRAPH 2022</span>
<!--
<br /><br /><br />
<a style="text-decoration: none; box-shadow: none" href="/assets/files/siggraph2022_thinvr_main.pdf"> [Technical Paper] </a> | <a style="text-decoration: none; box-shadow: none" href="/assets/files/siggraph2022_thinvr_supp.pdf"> [Supplement] </a> |
<a style="text-decoration: none; box-shadow: none" href="https://research.nvidia.com/publication/2022-08_holographic-glasses-virtual-reality">[Project Page]</a>
-->
</div>
</div>
<!--3. NH 3D 2021-->
<hr>
<div class="row border-top" align="left">
<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/neuralholography3d/">
<video style="font-family: inherit; font-size: inherit; width: 100%;" autoplay="autoplay" loop="loop" muted="" width="300" height="200">
<source src="images/SIGAsia2021/nh3d_video_compressed.mp4" type="video/mp4" />
</video>
</a>
</div>
<div class="col-9 col-8-large col-12-medium" style="font-size:90%;">
<font size=5>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/neuralholography3d/">
Neural 3D Holography: Learning Accurate Wave Propagation Models for 3D Holographic Virtual and Augmented Reality Displays
</a>
</font>
<br />
<i>
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>*,
<u>Manu Gopakumar</u>*,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.eee.hku.hk/~evanpeng/">Yifan Peng</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i> <br />
<span font-style="normal">SIGGRAPH Asia 2021</span>
<!--
<br /><br /><br />
<a style="text-decoration: none; box-shadow: none" href="/assets/files/ToG21.pdf"> [Technical Paper] </a> | <a style="text-decoration: none; box-shadow: none" href="https://drive.google.com/file/d/1FNSXBYivIN9hqDUxzUIMgSFVKJKtFEOr/view?usp=sharing"> [Supplement] </a> |
<a style="text-decoration: none; box-shadow: none" href="https://www.computationalimaging.org/publications/neuralholography3d/">[Project Page]</a> | <a style="text-decoration: none; box-shadow: none" href="https://github.com/computational-imaging/neural-3d-holography">[Code]</a>
</div>
<div class="2u 6u$(mobile)">
Featured in:
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://news.stanford.edu/2021/11/12/using-ai-create-better-virtual-reality-experiences/" class="image fit">
<img src="{{ 'images/stanford_news.jpeg' | relative_url }}" alt=""/>
</a>
-->
</div>
</div>
<!-- 2. HOGD 2021 -->
<hr>
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<div class="col-3 col-4-large col-12-medium">
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/unfilteredholography/" class="image fit">
<img src="images/OL2021/media1.png">
</a>
</div>
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<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.computationalimaging.org/publications/unfilteredholography/">
Unfiltered Holography: Optimizing High Diffraction Orders without Optical Filtering for Compact Holographic Displays
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</font>
<br />
<i>
<u>Manu Gopakumar</u>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="http://eluardkim.dothome.co.kr">Jonghyun Kim</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://choisuyeon.github.io/">Suyeon Choi</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.eee.hku.hk/~evanpeng/">Yifan Peng</a>,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://web.stanford.edu/~gordonwz/">Gordon Wetzstein</a>
</i> <br />
<span font-style="normal">Optics Letters (2021) <!--<font color=red>[Editor's Pick, 6th Top Downloads in Dec 2021]</font>--> </span>
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Cell-type Selective Stimulation of Neurons Based on Single Neuron Models
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<i>
<u>Manu Gopakumar</u>,
Jiaming Cao,
<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.cmu.edu/bme/People/Faculty/profile/skelly.html">Shawn K Kelly</a>,
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<span font-style="normal">NER 2019</span>
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<p>Here are some additional venues where I have presented my work:</p>
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<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://smcit-scc.space/schedule.html">IEEE Space Computing Conference 2024</a></h3>
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<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12445/124450C/Enabling-ultra-compact-high-quality-3D-displays-with-neural-holography/10.1117/12.2655127.full?tab=ArticleLink#_=_" class="image featured"><img src="images/PhotonicsWest2023/logo.svg" alt="" /></a><br />
<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12445/124450C/Enabling-ultra-compact-high-quality-3D-displays-with-neural-holography/10.1117/12.2655127.full?tab=ArticleLink#_=_">SPIE OPTO 2023</a></h3>
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<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://systemx.stanford.edu/events/annual-conference/20231107/systemx-fall-conference-november-7-9-2023" class="image featured"><img src="images/SystemX2023/logo.png" alt="" /></a><br />
<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://systemx.stanford.edu/events/annual-conference/20231107/systemx-fall-conference-november-7-9-2023">SystemX Fall Conference 2023</a></h3>
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<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.photonics.com/Webinars/A_Technical_Exploration_of_Spatial_Light/w500" class="image featured"><img src="images/LaserComponents2022/Logo.png" alt="" /></a><br />
<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.photonics.com/Webinars/A_Technical_Exploration_of_Spatial_Light/w500">Laser Components Workshop</a></h3>
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<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://s2022.siggraph.org">SIGGRAPH 2022</a></h3>
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<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://www.displayweek.org">SID Display Week 2022</a></h3>
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<a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://games-cn.org/games-webinar-20211124-209/" class="image featured"><img src="images/GAMES2021/logo.png" alt="" /></a><br />
<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://games-cn.org/games-webinar-20211124-209/">Games Webinar 2021</a></h3>
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<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://sa2021.siggraph.org/en/">SIGGRAPH Asia 2021</a></h3>
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<h3><a style="text-decoration: none; box-shadow: none" target="_blank" rel="noopener noreferrer" href="https://games-cn.org/games-webinar-20211124-209/">Games Webinar</a></h3>
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