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<html>
<head>
<link rel="stylesheet" href="css/academicons.min.css"/>
<link rel="shortcut icon" type="image/ico" href="favicon.ico" />
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Jacob Chalk</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
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<body>
<header class="site-header"><a class="site-title" href="/">Jacob Chalk</a></header>
<div id="mainBar">
<div id="textBar">
<img class="profile-img" src="img/profile.jpg" alt="Update" style="width:180px;float:right;margin-left: 5% auto;border-radius:50%" vspace="20" hspace="25">
<h2> Postgraduate Researcher</h2>
<p>I am a postgraduate researcher at the University of Bristol, supervised by Prof. Dima Damen
and a member of <a href="https://uob-mavi.github.io/">MaVi</a>. I am studying audio-visual
video understanding, particularly in egocentric videos. The areas of research I express particular
interests in are: multi-modal deep learning, egocentric video understanding
(action recognition/detection) and more recently I have begun to venture into 3D.</p>
<p>I completed my MEng in Computer Science at the University of Bristol, achieving a first class honours,
where my dissertation: “Video GANs for Human-Object Interactions” scored highly. Alongside
my research, I have experience in teaching assistance for University modules I performed well
in.</p>
<p>I have experience with many programming languages, such as: C, C++, C#, Java, Javascript,
Python, Flutter and Haskell with larger experience and proficiency in Python, Javascript and C++.</p>
<p>Funded by the Engineering and Physical Sciences Research Council (EPSRC).
</p>
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</ul>
<h4> Email: [email protected] </h4>
<hr>
<h3>News</h3>
<!--news_section-->
<ul class="no-bullets">
<li> <span class="prim-colour">November 2024</span> - <b>Paper Accepted:</b> <a href="https://dimadamen.github.io/OSNOM/">OSNOM</a> has been accepted to 3DV 2025.
<li> <span class="prim-colour">February 2024</span> - <b>Paper Accepted:</b> <a href="https://jacobchalk.github.io/TIM-Project">TIM</a> has been accepted to CVPR 2024.
<li> <span class="prim-colour">February 2023</span> - <b>Paper Accepted:</b> <a href="https://epic-kitchens.github.io/epic-sounds/">EPIC-Sounds</a> has been accepted to ICASSP 2023.
<li> <span class="prim-colour">January 2023</span> - <b>New Dataset:</b> <a href="https://epic-kitchens.github.io/epic-sounds/">EPIC-Sounds</a> has been publically released.
<li> <span class="prim-colour">September 2021</span> - <b>New Role:</b> Started as a Postgraduate Researcher with <a href="https://dimadamen.github.io">Prof. Dima Damen</a>.
</ul>
<!--end_news-->
<hr>
<h3>Research</h3>
<p><em>Current list of all research projects:</em><p>
<!--research_section-->
<table class="researchtable">
<tbody>
<tr>
<td class=img>
<img src="img/papers/osnom.png">
</td>
<td valign="top">
<span class="prim-colour">Spatial Cognition from Egocentric Video: Out of Sight, Not Out of Mind</span>
<br>
Chiara Plizzari, Shubham Goel, Toby Perrett, <span>Jacob Chalk</span>, Angjoo Kanazawa, Dima Damen
<br>
<em>International Conference on 3D Vision (3DV), 2025</em>
<br>
<strong>
<a href="https://dimadamen.github.io/OSNOM/">[Webpage]</a>
<a href="https://arxiv.org/abs/2404.05072">[arXiv]</a>
<a href="https://dimadamen.github.io/OSNOM/"> [Code] (Pending Release) </p>
</strong>
</td>
</tr>
<tr>
<td class=img>
<img src="img/papers/tim.png">
</td>
<td valign="top">
<span class="prim-colour">TIM: A Time Interval Machine for Audio-Visual Action Recognition</span>
<br>
<span>Jacob Chalk*</span>, Jaesung Huh*, Evangelos Kazakos, Andrew Zisserman, Dima Damen
<br>
*: Equal Contribution
<br>
<em>Conference on Computer Vision and Pattern Recognition (CVPR), 2024</em>
<br>
<strong>
<a href="https://jacobchalk.github.io/TIM-Project/">[Webpage]</a>
<a href="https://arxiv.org/abs/2404.05559">[arXiv]</a>
<a href="https://github.com/JacobChalk/TIM">[Code]</a>
</strong>
</td>
</tr>
<tr>
<td class=img>
<img src="img/papers/epic-sounds.png">
</td>
<td valign="top">
<span class="prim-colour">EPIC-Sounds: A Large-scale Dataset of Actions That Sound</span>
<br>
Jaesung Huh*, <span>Jacob Chalk*</span>, Evangelos Kazakos, Dima Damen, Andrew Zisserman
<br>
*: Equal Contribution
<br>
<em>IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023</em>
<br>
<strong>
<a href="https://epic-kitchens.github.io/epic-sounds/">[Webpage]</a>
<a href="https://arxiv.org/2302.00646">[arXiv]</a>
<a href="https://github.com/epic-kitchens/epic-sounds-annotations">[Code]</a>
</strong>
</td>
</tr>
</tbody>
</table>
<!--end_research-->
<hr>
<h3>Teaching</h3>
<ul class="no-bullets">
<li>Teaching Assistant</li>
<li>
<ul class="no-bullets">
<li><span class="prim-colour">Applied Deep Learning</span> - 21/22, 22/23, 23/24. <a href="https://comsm0045-applied-deep-learning.github.io/">Webpage</a>.
</ul>
<ul class="no-bullets">
<li><span class="prim-colour">Image Processing and Computer Vision</span> - 23/24. <a href="https://www.bris.ac.uk/unit-programme-catalogue/UnitDetails.jsa?ayrCode=25%2F26&unitCode=COMS30030">Webpage</a>.
</ul>
<ul class="no-bullets">
<li><span class="prim-colour">Computer Graphics</span> - 20/21, 21/22, 23/24. <a href="https://www.bris.ac.uk/unit-programme-catalogue/UnitDetails.jsa?ayrCode=25%2F26&unitCode=COMS30020">Webpage</a>.
</ul>
<ul class="no-bullets">
<li><span class="prim-colour">Team Project</span> - 20/21 <a href="https://www.bris.ac.uk/unit-programme-catalogue/UnitDetails.jsa?ayrCode=25%2F26&unitCode=COMS30043">Webpage</a>.
</ul>
<ul class="no-bullets">
<li><span class="prim-colour">Software Engineering Product</span> - 19/20, 20/21. <a href="https://www.bris.ac.uk/unit-programme-catalogue/UnitDetails.jsa?ayrCode=25%2F26&unitCode=COMS20006">Webpage</a>.
</ul>
</li>
</ul>
<hr>
<h3>Miscellaneous</h3>
<h5>Presentations</h5>
<ul class="no-bullets">
<li><span class="prim-colour">EPIC-KITCHENS Challenges</span> - First Joint Egocentric Vision Workshop (CVPR 2024)</li>
<li><span class="prim-colour">EPIC-Sounds Oral Presentation</span> - ICASSP 2023</li>
</ul>
<h5>Conference Reviewer</h5>
<ul class="no-bullets">
<li><span class="prim-colour">ECCV</span> - 2024</li>
</ul>
<h5>Journal Reviewer</h5>
<ul class="no-bullets">
<li><span class="prim-colour">IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)</span></li>
</ul>
<h5>Honours and Awwards</h5>
<ul class="no-bullets">
<li><span class="prim-colour">EgoVis 2022/23 Distinguished Paper Awards</span> - First Joint Egocentric Vision Workshop (CVPR 2024)</li>
<li><span class="prim-colour">EPIC-KITCHENS Challenges Winner</span> - First Joint Egocentric Vision Workshop (CVPR 2024)</li>
<li>
<ul class="no-bullets">
<li>Audio-Based Interaction Recognition (2nd)</li>
<li>Audio-Based Interaction Detection (2nd)</li>
<li>Action Detection (3rd)</li>
</ul>
</li>
<li><span class="prim-colour">Top 5 Third Year MEng Computer Science/Computer Science with Maths</span> - Awarded by Netcraft (University of Bristol)</li>
</ul>
<hr>
</div>
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