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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<!-- Page header. -->
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
<title>Ethan Tseng</title>
<meta name="description" content="Ethan Tseng, Princeton University" />
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<!-- Uncomment for responsive mobile design -->
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<link href="css/bootstrap.min.css" type="text/css" rel="stylesheet">
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</head>
<!-- Body. -->
<body>
<div class="container section-anchor" id="Bio">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<table style="border:0px;border-spacing:0px;"><tbody>
<tr style="padding:0px">
<td style="padding:0%;width:60%;vertical-align:left">
<h1>Ethan Tseng</h1>
<h2>About</h2>
<p style="width:90%;font-size:16px">
I am a Computer Science PhD student at Princeton University advised by <a href="https://www.cs.princeton.edu/~fheide/">Felix Heide</a> in the <a href="https://light.princeton.edu/">Princeton Computational Imaging Lab</a>. I am broadly interested in computer vision and graphics with a focus on computational imaging and displays. My research involves light, optics, image signal processors, machine learning, and optimization. I explore next generation camera and display systems for smartphones, medical practice, autonomous vehicles, and virtual/augmented reality. I am a recipient of the <a href="https://research.google/outreach/phd-fellowship/recipients/">Google PhD Fellowship</a>.
<br><br>
I have interned with Marc Levoy's NextCam team at Adobe in 2021/2022 and at Aswin Sankaranarayanan's Image Science Lab at Carnegie Mellon University in 2017. My research paper in <a href="https://www.nature.com/articles/s41467-021-26443-0">Nature Communications</a> has been highlighted by <a href="https://www.optica-opn.org/home/articles/volume_32/december_2021/extras/full-color_imaging_with_learned_meta-optics/">Optics & Photonics News</a> as a breakthrough in optics and featured in international media, such as <a href="https://www.vice.com/en/article/4awxvg/researchers-made-a-camera-thats-the-size-of-a-grain-of-salt">Vice News</a>, <a href="https://www.bbc.co.uk/newsround/59483432">BBC</a>, <a href="https://www.youtube.com/watch?v=DwT0lW7Qkcg">NSF Discovery</a>, <a href="https://cmte.ieee.org/futuredirections/2021/12/15/neural-nano-optics/">IEEE Future Directions</a>, and <a href="https://youtu.be/Tqw8RM0_VLI?t=194">Jimmy Fallon's Tonight Show</a>.
</p>
<p style="width:90%;text-align:center; font-size:16px;">
<a href="https://drive.google.com/file/d/1MOcXGFDlZ4f8OsGJ7s_-SuuK0JvIjxRw/view?usp=sharing">[CV]</a>  / 
<a href="mailto:eftseng@princeton.edu">[Email]</a>  / 
<a href="https://scholar.google.com/citations?user=6AB33cgAAAAJ&hl=en">[Google Scholar]</a>  / 
<a href="https://www.linkedin.com/in/ethan-tseng-414525105/">[LinkedIn]</a>  / 
<a href="https://twitter.com/_EthanTseng_">[Twitter]</a>  / 
<a href="https://github.com/Ethan-Tseng">[Github]</a>
</p>
</td>
<td style="padding:0%;width:40%;vertical-align:right">
<img style="margin-top:4em" width="200px" src="Ethan_Tseng.jpg" class="img-responsive" alt="Ethan Tseng">
</td>
</tr>
</table>
</div>
<div class="container section-anchor" id="Research">
<h2 >Publications</h2>
* indicates equal contribution. Representative papers are <span style="background-color:#ffffd0">highlighted</span>.
<br>
<br>
<!-- Neural Etendue Expanders -->
<div class="publication", style="background-color:#ffffd0;padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/neural-etendue-expander/"><img src="Project_Images/Neural_Etendue_Expander.png"></a> </div>
<div class="title"><a href="https://light.princeton.edu/neural-etendue-expander/">Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display</a></div>
<div class="authors">
<span class="self">Ethan Tseng</span>,
Grace Kuo,
Seung-Hwan Baek,
Nathan Matsuda,
Andrew Maimone,
Florian Schiffers,
Praneeth Chakravarthula,
Qiang Fu,
Wolfgang Heidrich,
Douglas Lanman,
Felix Heide
</div>
<div class="venue">
<em>Nature Communications</em>
</div>
<a href="https://engineering.princeton.edu/news/2024/04/22/holographic-displays-offer-glimpse-immersive-future/"><font color="red">[Press Coverage]</font></a>
</div>
<!-- Neural Photo-Finishing -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/neural-photo-finishing/"><img src="Project_Images/Neural_Photo-Finishing.jpg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/neural-photo-finishing/">Neural Photo-Finishing</a></div>
<div class="authors">
<span class="self">Ethan Tseng</span>,
Yuxuan Zhang,
Lars Jebe,
Cecilia Zhang,
Zhihao Xia,
Yifei Fan,
Felix Heide,
Jiawen Chen
</div>
<div class="venue">
<em>SIGGRAPH Asia 2022</em>
</div>
</div>
<!-- Pupil-aware Holography -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb", style="padding-top:4px;padding-bottom:16px"><a href="https://light.princeton.edu/pupil-aware-holography/"><img src="Project_Images/Pupil-aware_Holography.png"></a> </div>
<div class="title"><a href="https://light.princeton.edu/pupil-aware-holography/">Pupil-aware Holography</a></div>
<div class="authors", style="width:90%">
Praneeth Chakravarthula,
Seung-Hwan Baek,
Florian Schiffers,
<span class="self">Ethan Tseng</span>,
Grace Kuo,
Andrew Maimone,
Nathan Matsuda,
Oliver Cossairt,
Douglas Lanman,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH Asia 2022</em>
</div>
</div>
<!-- Hogel-free Holography -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/publication/hogel-free-holography/"><img src="Project_Images/Hogel-free_Holography.png"></a> </div>
<div class="title"><a href="https://light.princeton.edu/publication/hogel-free-holography/">Hogel-free Holography</a></div>
<div class="authors">
Praneeth Chakravarthula,
<span class="self">Ethan Tseng</span>,
Henry Fuchs,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH 2022</em>
</div>
</div>
<!-- Neural Nano-Optics -->
<div class="publication", style="background-color:#ffffd0;padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/neural-nano-optics/"><img src="Project_Images/Neural_Nano-Optics.jpeg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/neural-nano-optics/">Neural Nano-Optics for High-quality Thin Lens Imaging</a></div>
<div class="authors">
<span class="self">Ethan Tseng*</span>,
Shane Colburn*,
James Whitehead,
Luocheng Huang,
Seung-Hwan Baek,
Arka Majumdar,
Felix Heide
</div>
<div class="venue">
<em>Nature Communications</em>
</div>
<a href="https://light.princeton.edu/neural-nano-optics-press/"><font color="red">[Press Coverage]</font></a>
</div>
<!-- Gated3D -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/gated3d/"><img src="Project_Images/Gated3D.jpg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/gated3d/">Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues</a></div>
<div class="authors">
Frank Julca-Aguilar,
Jason Taylor,
Mario Bijelic,
Fahim Mannan,
<span class="self">Ethan Tseng</span>,
Felix Heide
</div>
<div class="venue">
<em>ICCV 2021</em>
</div>
</div>
<!-- Deep Compound Optics -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb", style="padding-top:2px; padding-bottom:2px"><a href="https://light.princeton.edu/deep_compound_optics/"><img src="Project_Images/DeepCompoundOptics.jpg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/deep_compound_optics/">Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design</a></div>
<div class="authors">
<span class="self">Ethan Tseng*</span>,
Ali Mosleh*,
Fahim Mannan*,
Karl St-Arnaud,
Avinash Sharma,
Yifan Peng,
Alexander Braun,
Derek Nowrouzezahrai,
Jean-François Lalonde,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH 2021</em>
</div>
</div>
<!-- ZeroScatter -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/zeroscatter/"><img src="Project_Images/ZeroScatter.png"></a> </div>
<div class="title"><a href="https://light.princeton.edu/zeroscatter/">ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media</a></div>
<div class="authors">
Zheng Shi*,
<span class="self">Ethan Tseng*</span>,
Mario Bijelic*,
Werner Ritter,
Felix Heide
</div>
<div class="venue">
<em>CVPR 2021</em>
</div>
</div>
<!-- Hardware In The Loop Display -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/hil-holography/"><img src="Project_Images/InTheLoopHolography.jpg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/hil-holography/">Hardware-in-the-loop Phase Retrieval for Holographic Near-Eye Displays</a></div>
<div class="authors">
Praneeth Chakravarthula,
<span class="self">Ethan Tseng</span>,
Tarun Srivastava,
Henry Fuchs,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH Asia 2020</em>
</div>
</div>
<!-- Snapshot HDR -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/snapshot_hdr_optics/"><img src="Project_Images/SnapshotHDROptics.png"></a> </div>
<div class="title"><a href="https://light.princeton.edu/snapshot_hdr_optics/">Learning Rank-1 Diffractive Optics for Single-shot High Dynamic Range Imaging</a></div>
<div class="authors">
Qilin Sun,
<span class="self">Ethan Tseng</span>,
Qiang Fu,
Wolfgang Heidrich,
Felix Heide
</div>
<div class="venue">
<em>CVPR 2020 (Oral)</em>
</div>
</div>
<!-- Hyperopt -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://light.princeton.edu/proxy_opt/"><img src="Project_Images/ProxyOpt.jpg"></a> </div>
<div class="title"><a href="https://light.princeton.edu/proxy_opt/">Hyperparameter Optimization in Black-box Image Processing using Differentiable Proxies</a></div>
<div class="authors">
<span class="self">Ethan Tseng</span>,
Felix Yu,
Yuting Yang,
Fahim Mannan,
Karl St-Arnaud,
Derek Nowrouzezahrai,
Jean-François Lalonde,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH 2019</em>
</div>
</div>
<!-- Automated LV -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/mrm.28291"><img src="Project_Images/Automated_LV.png"></a> </div>
<div class="title"><a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/mrm.28291">Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15,000 Patients</a></div>
<!-- <div class="title"><a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/mrm.28291">Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion </a></div> -->
<div class="authors">
Hui Xue,
<span class="self">Ethan Tseng</span>,
Kristopher D Knott,
Tushar Kotecha,
Louise Brown,
Sven Plein,
Marianna Fontana,
James C Moon,
Peter Kellman
</div>
<div class="venue">
<em>Magnetic Resonance in Medicine</em>
</div>
</div>
<!-- Persona -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://www.usenix.org/conference/atc17/technical-sessions/presentation/byma"><img src="Project_Images/Persona.png"></a> </div>
<div class="title"><a href="https://www.usenix.org/conference/atc17/technical-sessions/presentation/byma">Persona: A High-Performance Bioinformatics Framework</a></div>
<div class="authors">
Stuart Byma,
Sam Whitlock,
Laura Flueratoru,
<span class="self">Ethan Tseng</span>,
Christos Kozyrakis,
Edouard Bugnion,
James Larus
</div>
<div class="venue">
<em>USENIX ATC 2017</em>
</div>
</div>
</div>
<div class="container section-anchor" id="talks">
<h2 >Talks</h2>
<!-- Differentiable Cameras and Displays -->
<div class="publication", style="padding:6px;width:80%">
<div class="thumb"><a href="https://sites.google.com/princeton.edu/neural-optics/"><img src="Project_Images/DiffCamerasAndDisplays.png"></a> </div>
<div class="title"><a href="https://sites.google.com/princeton.edu/neural-optics/">Differentiable Cameras and Displays</a></div>
<div class="authors">
Praneeth Chakravarthula,
Florian Schiffers,
Oliver Cossairt,
<span class="self">Ethan Tseng</span>,
Seung-Hwan Baek,
Felix Heide
</div>
<div class="venue">
<em>SIGGRAPH Courses 2022</em>
</div>
</div>
</div>
<div class="container section-anchor" id="teaching">
<h2 >Teaching</h2>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://www.cs.princeton.edu/courses/archive/spring22/cos426/">Princeton COS 426: Computer Graphics</a></span>, Lead Graduate Assistant Instructor, Spring 2020, Spring 2021, Spring 2022
</div>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://light.princeton.edu">Princeton COS 597A: Imaging the Invisible</a></span>, Lead Graduate Assistant Instructor, Fall 2020
</div>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://www.cs.princeton.edu/courses/archive/fall19/cos217/">Princeton COS 217: Introduction to Programming Systems</a></span>, Graduate Assistant Instructor, Fall 2019
</div>
<div class="teaching">
<span style="font-weight:bold;"><a href="http://www.cs.cmu.edu/~15150/">CMU 15-150: Functional Programming</a></span>, Undergraduate Teaching Assistant, Fall 2015
</div>
</div>
<div class="container section-anchor" id="Service">
<h2 >Service</h2>
<div class="teaching", style="width:80%">
Reviewer for Scientific Reports, TOG, SIGGRAPH, SIGGRAPH Asia, Eurographics, CVPR, ICCV, ECCV, ICCP, NeurIPS, TPAMI, TVCG, TCI, Optics Express, Optics Letters, Photonics Research
</div>
</div>
<div class="container section-anchor" id="Outreach">
<h2 >Outreach</h2>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://artofsci.princeton.edu/">Art of Science</a></span>, Contributor, Spring 2023
</div>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://20kstories.hispa.org/dia-de-ciencia/">Día de la Ciencia</a></span>, HISPA 20K Inspirational Stories Contributor, Summer 2020
</div>
<div class="teaching">
<span style="font-weight:bold;"><a href="https://ai4all.princeton.edu">Princeton AI4ALL</a></span>, Graduate Research Instructor, Summer 2019
</div>
<br>
<p style="font-size:small;">
Website design from <a href="https://jonbarron.info/">Jon Barron</a>.
</p>
</div>
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