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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="generator" content="HTML Tidy for Linux/x86 (vers 11 February 2007), see www.w3.org">
<title>Somesh Singh</title>
<!-- Bootstrap CSS -->
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet">
<link href='https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic' rel='stylesheet' type='text/css'>
<link rel="stylesheet" type="text/css" href="style.css">
<link rel="icon" type="image/png" href="seal_icon.png">
<meta http-equiv="Content-Type" content="text/html; charset=us-ascii">
<script src="./utils.js"></script>
<script>
async function loadQuotes() {
const quotes = [
{
"quote": "I couldn't help wondering was my beloved game of chess over --- It turned that the world still wanted a human champion",
"author": `Gary Kasparov, on "The Brain's Last Stand"`
},
]
// Pick a random quote
const randomIndex = Math.floor(Math.random() * quotes.length);
const randomQuote = quotes[randomIndex];
// Display the quote
document.getElementById('quote-text').innerText = `"${randomQuote.quote}"`;
document.getElementById('quote-author').innerText = `- ${randomQuote.author}`;
}
// Call the function on page load
window.onload = loadQuotes;
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</head>
<body>
<!-- Navigation Bar -->
<nav class="navbar navbar-expand-lg navbar-light bg-white fixed-top shadow-sm">
<div class="container">
<a class="navbar-brand" href="#">Somesh Singh</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNav">
<ul class="navbar-nav ms-auto">
<li class="nav-item">
<a class="nav-link" href="#about">About</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#news">News</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#research">Research</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#awards">Awards</a>
</li>
<li class="nav-item">
<a class="nav-link" href="blog.html">Blog</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Add padding to account for fixed navbar -->
<div style="padding-top: 56px;">
<div class="container py-4">
<!-- Header/About Section -->
<div id="about" class="row align-items-center mb-4">
<div class="col-lg-8 order-lg-1 order-2">
<p>
I am a research associate at <a href="https://adobe-mdsr.github.io/" target="_blank">Adobe MDSR Labs</a> and a PhD student in the Computer Science Department at the University at Buffalo and IIIT Delhi, advised by <a href="https://cse.buffalo.edu/~doermann/" target="_blank">Prof. David Doermann</a> and <a href="https://www.iiitd.ac.in/rajivratn" target="_blank">Dr. Rajiv Ratn Shah</a> respectively. My work explores Large Language and Vision Models, reasoning, and planning through external and internal agents.
<br><br>
My research interests lie at the intersection of human behavior and machine learning. With billions of individuals shaping our world, each life leaves a unique trajectory influenced and defined by "decisions" and randomness ultimately shaping our preferences or "behavior" towards things, people, or even ourselves. A list of works related to behavior in the wild by me and my team can be found at <a href="https://behavior-in-the-wild.github.io" target="_blank">Behavior in the Wild</a>.
<br><br>
I obtained my Bachelor's degree in Computer Science with a minor in Data Science from <a href="https://www.bits-pilani.ac.in/" target="_blank">BITS Pilani</a>, where I completed my thesis on digital content creation at <a href="https://www.adobe.com/home" target="_blank">Adobe</a>. During this time, I also worked as a research intern at <a href="https://midas.iiitd.ac.in/" target="_blank">MIDAS Lab</a> under the guidance of <a href="https://www.iiitd.ac.in/rajivratn" target="_blank">Dr. Rajiv Ratn Shah</a>.
<br><br>
I am an avid chess player and enjoy collecting my thoughts, blueprints, and research ideas in my <a href="blog.html">blog (coming soon)</a>. Also, check out the work of my frequent collaborators <a href="https://harini-si.github.io/">Harini</a> and <a href="https://sites.google.com/view/yaman-kumar/">Yaman</a>!
</p>
<div class="text-center">
<a href="https://scholar.google.com/citations?user=3Unw6gkAAAAJ&hl=en" class="me-2">Google Scholar</a>
<a href="https://github.com/someshsingh22" class="me-2">GitHub</a>
<a href="https://twitter.com/someshsingh22" class="me-2">Twitter</a>
<a href="https://www.linkedin.com/in/someshsingh22/">LinkedIn</a>
</div>
</div>
<div class="col-lg-4 col-sm-6 col-8 mx-auto order-lg-2 order-1 mb-4 mb-lg-0">
<img src="photo.jpg" class="img-fluid rounded" alt="Somesh Singh">
</div>
</div>
<!-- Quote Section -->
<div id="quote-section" class="text-center fst-italic my-4">
<p id="quote-text" class="mb-0">Loading quote...</p>
<p id="quote-author"></p>
</div>
<!-- News Section -->
<div id="news" class="row mb-4">
<div class="col-12">
<h2 class="heading mb-3">News</h2>
<div class="news-container">
<ul class="list-unstyled">
<li> <b>2025-01</b> <a href="https://openreview.net/forum?id=ff2V3UR9sC"> Behavior-LLaVA</a> and <a href="https://arxiv.org/abs/2410.02653"> Transsuasion</a> are accepted to <i>ICLR'25</i>. </li>
<li> <b>2025-01</b> Started PhD at <a href="https://www.buffalo.edu/" target="_blank">Buffalo University</a> and <a href="https://www.iiitd.ac.in/" target="_blank">IIIT Delhi</a>, advised by <a href="https://cse.buffalo.edu/~doermann/" target="_blank">Prof. David Doermann</a> and <a href="https://www.iiitd.ac.in/rajivratn" target="_blank">Dr. Rajiv Ratn Shah</a>, funded by Adobe. </li>
<li> <b>2024-10</b> <a href="https://arxiv.org/abs/2309.00378"> Long-Term Ad Memorability</a>: Understanding & Generating Memorable Ads, is accepted to <i>WACV'2025</i>. </li>
<li> <b>2024-10</b> Released <a href="https://arxiv.org/abs/2410.02653"> PersuasionArena</a>, a large-scale automated leaderboard of LLMs' persuasion capabilities.</li>
<li> <b>2024-10</b> <a href="https://patents.google.com/patent/US20240355020A1/en"> Patent</a> on "Digital content analysis" is granted.</li>
<li> <b>2024-05</b> Released <a href="https://arxiv.org/pdf/2408.03561"> BehaviorLLaVA</a>, training VLMs on human behavior improves performance on close to 50 tasks.</li>
<li> <b>2024-04</b> <a href="https://new.express.adobe.com/schedule?postId=new">Adobe Caption Writer</a> is released, a tool to generate social media captions in a click.</li>
<li> <b>2024-03</b> <a href="https://patents.google.com/patent/US11907508B1/en"> Patent</a> on "Content analytics as part of content creation" is granted.</li>
<li> <b>2024-01</b> <a href="https://openreview.net/forum?id=TrKq4Wlwcz"> LCBM</a> is accepted (Spotlight!) at <i>ICLR'2024</i>. </li>
<li> <b>2023-04</b> Our research on <a href="https://journals.uic.edu/ojs/index.php/dad/article/view/12448"> AES Systems</a> is published in <i>Journal of Dialogue & Discourse</i>. </li>
<li> <b>2022-08</b> Graduated from BITS Pilani with a Bachelor's degree in Computer Science. </li>
<li> <b>2022-07</b> Joined Adobe as a research associate, working on multi-modal foundation models</li>
<li> <b>2022-06</b> <a href="https://ojs.aaai.org/index.php/AAAI/article/view/21384"> MINIMAL</a> is accepted at <i>AAAI'2022</i>. </li>
</ul>
</div>
</div>
</div>
<!-- Research Projects Section -->
<div id="research" class="row mb-4">
<div class="col-12">
<h2 class="heading mb-3">Research</h2>
<div class="project-container">
<!-- Each project will be a row -->
<div class="row mb-4" id="bllava">
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<div class="row mb-4 align-items-center" id="memorability">
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<div class="row mb-4" id="lcbm">
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<div class="row mb-4" id="aes">
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</div>
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</div>
<!-- Awards Section -->
<div id="awards" class="row">
<div class="col-12">
<h2 class="heading mb-3">Awards</h2>
<div class="row mb-4" id="CIQ">
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