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Ananta R. Bhattarai
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Bhattarai"> <meta name="description" content=""> <meta name="keywords" content="jekyll, jekyll-theme, academic-website, portfolio-website"> <link rel="stylesheet" href="/assets/css/bootstrap.min.css?a4b3f509e79c54a512b890d73235ef04"> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/mdbootstrap@4.20.0/css/mdb.min.css" integrity="sha256-jpjYvU3G3N6nrrBwXJoVEYI/0zw8htfFnhT9ljN3JJw=" crossorigin="anonymous"> <link defer rel="stylesheet" href="/assets/css/academicons.min.css?f0b7046b84e425c55f3463ac249818f5"> <link defer rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700|Roboto+Slab:100,300,400,500,700|Material+Icons&display=swap"> <link defer rel="stylesheet" href="/assets/css/jekyll-pygments-themes-github.css?591dab5a4e56573bf4ef7fd332894c99" media="" id="highlight_theme_light"> <link rel="shortcut icon" href="data:image/svg+xml,<svg%20xmlns=%22http://www.w3.org/2000/svg%22%20viewBox=%220%200%20100%20100%22><text%20y=%22.9em%22%20font-size=%2290%22>%E2%9A%9B%EF%B8%8F</text></svg>"> <link rel="stylesheet" href="/assets/css/main.css?d41d8cd98f00b204e9800998ecf8427e"> <link rel="canonical" href="https://anantarb.github.io/"> <script src="/assets/js/theme.js?9a0c749ec5240d9cda97bc72359a72c0"></script> <link defer rel="stylesheet" href="/assets/css/jekyll-pygments-themes-native.css?5847e5ed4a4568527aa6cfab446049ca" media="none" id="highlight_theme_dark"> <script>initTheme();</script> </head> <body class="fixed-top-nav "> <header> <nav id="navbar" class="navbar navbar-light navbar-expand-sm fixed-top" role="navigation"> <div class="container"> <button class="navbar-toggler collapsed ml-auto" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar top-bar"></span> <span class="icon-bar middle-bar"></span> <span class="icon-bar bottom-bar"></span> </button> <div class="collapse navbar-collapse text-right" id="navbarNav"> <ul class="navbar-nav ml-auto flex-nowrap"> <li class="nav-item active"> <a class="nav-link" href="/">about <span class="sr-only">(current)</span> </a> </li> <li class="nav-item "> <a class="nav-link" href="/publications/">publications </a> </li> <li class="nav-item "> <a class="nav-link" href="/cv/">cv </a> </li> <li class="nav-item "> <a class="nav-link" href="/teaching/">teaching </a> </li> <li class="nav-item"> <button id="search-toggle" title="Search" onclick="openSearchModal()"> <span class="nav-link">ctrl k <i class="ti ti-search"></i></span> </button> </li> <li class="toggle-container"> <button id="light-toggle" title="Change theme"> <i class="ti ti-sun-moon" id="light-toggle-system"></i> <i class="ti ti-moon-filled" id="light-toggle-dark"></i> <i class="ti ti-sun-filled" id="light-toggle-light"></i> </button> </li> </ul> </div> </div> </nav> <progress id="progress" value="0"> <div class="progress-container"> <span class="progress-bar"></span> </div> </progress> </header> <div class="container mt-5" role="main"> <div class="post"> <header class="post-header"> <h1 class="post-title"> Ananta R. Bhattarai </h1> <p class="desc">Ph.D. researcher at <a href="https://www.uni-bielefeld.de" rel="external nofollow noopener" target="_blank">Bielefeld University</a>.</p> </header> <article> <div class="profile float-right"> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/prof_pic-480.webp 480w,/assets/img/prof_pic-800.webp 800w,/assets/img/prof_pic-1400.webp 1400w," sizes="(min-width: 930px) 270.0px, (min-width: 576px) 30vw, 95vw" type="image/webp"> <img src="/assets/img/prof_pic.png?b1cd92b65258564453fce24c10923429" class="img-fluid z-depth-1 rounded-circle" width="100%" height="auto" alt="prof_pic.png" loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div class="clearfix"> <p>Hi, I am Ananta. I am a Ph.D. student at <a href="https://www.uni-bielefeld.de" rel="external nofollow noopener" target="_blank">Bielefeld University</a> (<a href="https://www.uni-bielefeld.de/fakultaeten/technische-fakultaet/arbeitsgruppen/visual-ai/" rel="external nofollow noopener" target="_blank">Visual AI for Extended Reality Lab</a> led by <a href="https://helge.rhodin.de" rel="external nofollow noopener" target="_blank">Prof. Helge Rhodin</a>). I completed my Master鈥檚 degree in Computer Science from <a href="https://www.tum.de" rel="external nofollow noopener" target="_blank">TU Munich</a> advised by <a href="https://www.niessnerlab.org/members/matthias_niessner/profile.html" rel="external nofollow noopener" target="_blank">Prof. Matthias Niessner</a> and <a href="https://seva100.github.io/" rel="external nofollow noopener" target="_blank">Artem Sevastopolsky</a>. Alongside my Master鈥檚 studies, I was fortunate to work with <a href="https://www.linkedin.com/in/dr-michael-lebacher-625a7b159/?originalSubdomain=de" rel="external nofollow noopener" target="_blank">Dr. Michael Lebacher</a> and <a href="https://mlo-lab.github.io/author/florian-buettner/" rel="external nofollow noopener" target="_blank">Prof. Florian Buettner</a> on Explainable AI at <a href="https://www.siemens.com/global/en.html" rel="external nofollow noopener" target="_blank">Siemens AG</a>.</p> <p>Previously, I completed my Bachelor鈥檚 degree in Computer Science at Jacobs University Bremen. During my Bachelor鈥檚, I spent a term abroad at <a href="https://www.cmu.edu/" rel="external nofollow noopener" target="_blank">Carnegie Mellon University</a>, where I did independent research under the supervision of <a href="https://www.cs.cmu.edu/~rsalakhu/" rel="external nofollow noopener" target="_blank">Prof. Ruslan Salakhutdinov</a>.</p> <p>I鈥檓 interested in working at the intersection of 3D computer vision, computer graphics, and machine learning.</p> </div> <h2> <a href="/news/" style="color: inherit">news</a> </h2> <div class="news"> <div class="table-responsive" style="max-height: 60vw"> <table class="table table-sm table-borderless"> <tr> <th scope="row" style="width: 20%">Sep 01, 2024</th> <td> Started my Ph.D. at <a href="https://www.uni-bielefeld.de" rel="external nofollow noopener" target="_blank">Bielefeld University</a> with <a href="https://helge.rhodin.de" rel="external nofollow noopener" target="_blank">Prof. Helge Rhodin</a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Jun 30, 2024</th> <td> A <a href="https://arxiv.org/abs/2406.05090" rel="external nofollow noopener" target="_blank">paper</a> is accepted at <a href="https://icml.cc" rel="external nofollow noopener" target="_blank">ICML 2024</a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Oct 30, 2023</th> <td> <a href="https://anantarb.github.io/triplanenet">TriPlaneNet</a> is accepted at <a href="https://wacv2024.thecvf.com/" rel="external nofollow noopener" target="_blank">WACV 2024</a>. </td> </tr> <tr> <th scope="row" style="width: 20%">Aug 30, 2023</th> <td> Successfully defended my Master鈥檚 thesis on 3D GAN Inversion with Deep Learning. </td> </tr> <tr> <th scope="row" style="width: 20%">Apr 30, 2023</th> <td> A <a href="https://arxiv.org/abs/2310.10635" rel="external nofollow noopener" target="_blank">paper</a> is accepted at <a href="https://safecomp2023.cnrs.fr/" rel="external nofollow noopener" target="_blank">SAFECOMP 2023</a>. </td> </tr> </table> </div> </div> <h2> <a href="/publications/" style="color: inherit">selected publications</a> </h2> <div class="publications"> <ol class="bibliography"> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">ARXIV</abbr> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/publication_preview/dreamtexture-480.webp 480w,/assets/img/publication_preview/dreamtexture-800.webp 800w,/assets/img/publication_preview/dreamtexture-1400.webp 1400w," sizes="200px" type="image/webp"> <img src="/assets/img/publication_preview/dreamtexture.gif" class="preview z-depth-1 rounded" width="100%" height="auto" alt="dreamtexture.gif" data-zoomable loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div id="bhattarai2025dreamtexture" class="col-sm-8"> <div class="title">DreamTexture: Shape from Virtual Texture with Analysis by Augmentation</div> <div class="author"> <em>Ananta R. Bhattarai</em>,聽<a href="https://xingzhehe.github.io" rel="external nofollow noopener" target="_blank">Xingzhe He</a>,聽<a href="https://www.cs.ubc.ca/~sheffa/" rel="external nofollow noopener" target="_blank">Alla Sheffer</a>,聽and聽<a href="http://helge.rhodin.de" rel="external nofollow noopener" target="_blank">Helge Rhodin</a> </div> <div class="periodical"> <em></em> 2025 </div> <div class="periodical"> </div> <div class="links"> <a href="http://arxiv.org/abs/2503.16412" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> <a href="/assets/html/dreamtexture.html" class="btn btn-sm z-depth-0" role="button">HTML</a> <a href="https://drive.google.com/file/d/1m-15UEqcqrp8ExUUU4Nz2mb2LpkxKeSi/view?usp=share_link" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">Video</a> <a href="https://github.com/anantarb/dreamtexture" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">Code</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">WACV24</abbr> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/publication_preview/triplanenet-480.webp 480w,/assets/img/publication_preview/triplanenet-800.webp 800w,/assets/img/publication_preview/triplanenet-1400.webp 1400w," sizes="200px" type="image/webp"> <img src="/assets/img/publication_preview/triplanenet.gif" class="preview z-depth-1 rounded" width="100%" height="auto" alt="triplanenet.gif" data-zoomable loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div id="bhattarai2024triplanenet" class="col-sm-8"> <div class="title">TriPlaneNet: An Encoder for EG3D Inversion</div> <div class="author"> <em>Ananta R. Bhattarai</em>,聽<a href="https://www.niessnerlab.org/members/matthias_niessner/profile.html" rel="external nofollow noopener" target="_blank">Matthias Nie脽ner</a>,聽and聽<a href="https://seva100.github.io" rel="external nofollow noopener" target="_blank">Artem Sevastopolsky</a> </div> <div class="periodical"> <em>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</em>, 2024 </div> <div class="periodical"> </div> <div class="links"> <a href="http://arxiv.org/abs/2303.13497" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> <a href="/assets/html/triplanenet.html" class="btn btn-sm z-depth-0" role="button">HTML</a> <a href="https://www.youtube.com/watch?v=NttXgBE12ec&t&feature=youtu.be" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">Video</a> <a href="https://github.com/anantarb/triplanenet" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">Code</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">ICML24</abbr> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/publication_preview/aggopt-480.webp 480w,/assets/img/publication_preview/aggopt-800.webp 800w,/assets/img/publication_preview/aggopt-1400.webp 1400w," sizes="200px" type="image/webp"> <img src="/assets/img/publication_preview/aggopt.gif" class="preview z-depth-1 rounded" width="100%" height="auto" alt="aggopt.gif" data-zoomable loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div id="decker2024provablybetterexplanationsoptimized" class="col-sm-8"> <div class="title">Provably Better Explanations with Optimized Aggregation of Feature Attributions</div> <div class="author"> <a href="https://scholar.google.com/citations?user=Et8pIioAAAAJ&hl=en" rel="external nofollow noopener" target="_blank">Thomas Decker</a>,聽<em>Ananta R. Bhattarai</em>,聽<a href="https://jindonggu.github.io" rel="external nofollow noopener" target="_blank">Jindong Gu</a>,聽<a href="https://www.dbs.ifi.lmu.de/~tresp/" rel="external nofollow noopener" target="_blank">Volker Tresp</a>,聽and聽<a href="https://mlo-lab.github.io/author/florian-buettner/" rel="external nofollow noopener" target="_blank">Florian Buettner</a> </div> <div class="periodical"> <em>International Conference on Machine Learning (ICML)</em>, 2024 </div> <div class="periodical"> </div> <div class="links"> <a href="http://arxiv.org/abs/2406.05090" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> <a href="https://github.com/thomdeck/aggopt" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">Code</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">SAFECOMP23</abbr> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/publication_preview/safetrain-480.webp 480w,/assets/img/publication_preview/safetrain-800.webp 800w,/assets/img/publication_preview/safetrain-1400.webp 1400w," sizes="200px" type="image/webp"> <img src="/assets/img/publication_preview/safetrain.gif" class="preview z-depth-1 rounded" width="100%" height="auto" alt="safetrain.gif" data-zoomable loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div id="Decker2023TowardsSS" class="col-sm-8"> <div class="title">Towards Scenario-Based Safety Validation for Autonomous Trains with Deep Generative Models</div> <div class="author"> <a href="https://scholar.google.com/citations?user=Et8pIioAAAAJ&hl=en" rel="external nofollow noopener" target="_blank">Thomas Decker</a>,聽<em>Ananta R. Bhattarai</em>,聽and聽<a href="https://www.linkedin.com/in/michael-lebacher-625a7b159/" rel="external nofollow noopener" target="_blank">Michael Lebacher</a> </div> <div class="periodical"> <em>International Conference on Computer Safety, Reliability, and Security (SAFECOMP)</em>, 2023 </div> <div class="periodical"> </div> <div class="links"> <a href="http://arxiv.org/abs/2310.10635" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">AAAI21</abbr> <figure> <picture> <source class="responsive-img-srcset" srcset="/assets/img/publication_preview/ppotentials-480.webp 480w,/assets/img/publication_preview/ppotentials-800.webp 800w,/assets/img/publication_preview/ppotentials-1400.webp 1400w," sizes="200px" type="image/webp"> <img src="/assets/img/publication_preview/ppotentials.gif" class="preview z-depth-1 rounded" width="100%" height="auto" alt="ppotentials.gif" data-zoomable loading="eager" onerror="this.onerror=null; $('.responsive-img-srcset').remove();"> </source></picture> </figure> </div> <div id="mohr2021combining" class="col-sm-8"> <div class="title">Combining Programmable Potentials and Neural Networks for Materials Problems</div> <div class="author"> Ryan Mohr,聽Allan Avila,聽Soham Gosh,聽<em>Ananta Bhattarai</em>,聽Muqiao Yang, and <span class="more-authors" title="click to view 5 more authors" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '5 more authors' ? 'Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic' : '5 more authors'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">5 more authors</span> </div> <div class="periodical"> <em>AAAI Spring Symposium: MLPS</em>, 2021 </div> <div class="periodical"> </div> <div class="links"> <a href="https://ceur-ws.org/Vol-2964/article_183.pdf" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">PDF</a> </div> </div> </div> </li> </ol> </div> <div class="social"> <div class="contact-icons"> <a href="mailto:%61%6E%61%6E%74%61%62%68%61%74%74%61%72%61%69%31%33@%67%6D%61%69%6C.%63%6F%6D" title="email"><i class="fa-solid fa-envelope"></i></a> <a href="https://scholar.google.com/citations?user=EHvFI_0AAAAJ&hl" title="Google Scholar" rel="external nofollow noopener" target="_blank"><i class="ai ai-google-scholar"></i></a> <a href="https://github.com/anantarb" title="GitHub" rel="external nofollow noopener" target="_blank"><i class="fa-brands fa-github"></i></a> <a href="https://www.linkedin.com/in/anantarb1" title="LinkedIn" rel="external nofollow noopener" target="_blank"><i class="fa-brands fa-linkedin"></i></a> <a href="https://twitter.com/anantarbb" title="X" rel="external nofollow noopener" target="_blank"><i class="fa-brands fa-x-twitter"></i></a> </div> <div class="contact-note"></div> </div> </article> </div> </div> <footer class="fixed-bottom" role="contentinfo"> <div class="container mt-0"> 漏 Copyright 2025 Ananta R. 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