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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">
<title>Computer Vision @ CMU</title>
<link rel="icon" href="./assets/ri-favicon.ico">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="./css/style.css">
</head>
<body>
<!-- Navigation -->
<nav class="nav">
<div class="nav__inner">
<a href="./index.html" class="nav__logo">
<img src="./assets/logo.svg" alt="Computer Vision @ Carnegie Mellon">
</a>
<button class="nav__hamburger" aria-label="Toggle menu" aria-expanded="false">
<span></span><span></span><span></span>
</button>
<div class="nav__links">
<a href="./index.html" class="active">Overview</a>
<a href="./people.html">People</a>
<a href="./research.html">Research</a>
<a href="./papers.html">Papers</a>
<a href="./courses.html">Courses</a>
<a href="./sponsorship.html">Sponsorship</a>
</div>
</div>
</nav>
<!-- Hero -->
<section class="hero">
<div class="hero__content">
<h1 class="hero__title">Computer Vision @ CMU</h1>
<p class="hero__subtitle">Pioneering research in visual perception, 3D understanding, generative models, computational imaging, and embodied AI.</p>
</div>
</section>
<!-- Research Areas -->
<section class="section">
<div class="container">
<h2 class="section__title">Research Areas</h2>
<div class="grid--areas">
<div class="area-card">
<div class="area-card__icon">📐</div>
<h3 class="area-card__title">3D Vision & Reconstruction</h3>
<p class="area-card__desc">Shape prediction, neural radiance fields, multi-view geometry, and 3D scene understanding from images and video.</p>
</div>
<div class="area-card">
<div class="area-card__icon">🎨</div>
<h3 class="area-card__title">Generative Models</h3>
<p class="area-card__desc">Diffusion models, GANs, image synthesis, text-to-image generation, and creative visual content creation.</p>
</div>
<div class="area-card">
<div class="area-card__icon">📷</div>
<h3 class="area-card__title">Computational Imaging</h3>
<p class="area-card__desc">Novel camera systems, physics-based vision, time-of-flight imaging, and computational photography.</p>
</div>
<div class="area-card">
<div class="area-card__icon">🤖</div>
<h3 class="area-card__title">Robotics & Embodied Vision</h3>
<p class="area-card__desc">Robot learning, autonomous driving, manipulation, embodied AI, and visual reasoning for robotic systems.</p>
</div>
</div>
</div>
</section>
<!-- Featured Projects -->
<section class="section section--alt">
<div class="container">
<h2 class="section__title">Featured Projects</h2>
<div class="grid--projects">
<!-- autogen featured -->
<div class="card card--project" data-topics="Robotics,3D Vision">
<a href="https://robotarenainf.github.io/">
<img class="card--project__thumb" src="https://robotarenainf.github.io/static/images/teaser.jpg" alt="RobotArena ∞: Scalable Robot Benchmarking via Real-to-Sim Translation">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://robotarenainf.github.io/">RobotArena ∞: Scalable Robot Benchmarking via Real-to-Sim Translation</a></div>
<div class="card--project__meta">
<span class="card--project__year">2026</span>
<div class="card--project__tags"><span class="tag">Robotics</span><span class="tag">3D Vision</span></div>
</div>
</div>
</div>
<div class="card card--project" data-topics="Generative Models,3D Vision">
<a href="https://github.com/humansensinglab/super-head">
<img class="card--project__thumb" src="https://github.com/humansensinglab/super-head/raw/main/imgs/teaser.png" alt="From Blurry to Believable: Enhancing Low-quality Talking Heads with 3D Generative Priors">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://github.com/humansensinglab/super-head">From Blurry to Believable: Enhancing Low-quality Talking Heads with 3D Generative Priors</a></div>
<div class="card--project__meta">
<span class="card--project__year">2025</span>
<div class="card--project__tags"><span class="tag">Generative Models</span><span class="tag">3D Vision</span></div>
</div>
</div>
</div>
<div class="card card--project" data-topics="Computational Imaging">
<a href="https://anaghmalik.com/InvProp/">
<img class="card--project__thumb" src="https://arxiv.org/html/2506.05347v1/x1.png" alt="Neural Inverse Rendering from Propagating Light">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://anaghmalik.com/InvProp/">Neural Inverse Rendering from Propagating Light</a></div>
<div class="card--project__meta">
<span class="card--project__year">2025</span>
<div class="card--project__tags"><span class="tag">Computational Imaging</span></div>
</div>
</div>
</div>
<div class="card card--project" data-topics="Robotics,Generative Models">
<a href="https://homangab.github.io/gen2act/">
<img class="card--project__thumb" src="https://homangab.github.io/pics/gen2act.gif" alt="Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://homangab.github.io/gen2act/">Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation</a></div>
<div class="card--project__meta">
<span class="card--project__year">2025</span>
<div class="card--project__tags"><span class="tag">Robotics</span><span class="tag">Generative Models</span></div>
</div>
</div>
</div>
<div class="card card--project" data-topics="3D Vision,Recognition & Detection">
<a href="https://github.com/humansensinglab/Hamba">
<img class="card--project__thumb" src="https://raw.githubusercontent.com/humansensinglab/Hamba/main/docs/pics/Teaser.jpg" alt="Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://github.com/humansensinglab/Hamba">Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba</a></div>
<div class="card--project__meta">
<span class="card--project__year">2025</span>
<div class="card--project__tags"><span class="tag">3D Vision</span><span class="tag">Recognition & Detection</span></div>
</div>
</div>
</div>
<div class="card card--project" data-topics="3D Vision,Scene Understanding">
<a href="https://aerial-megadepth.github.io/">
<img class="card--project__thumb" src="https://aerial-megadepth.github.io/files/output_dust3r_supp/teaser/0001_thumb.jpg" alt="AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis">
</a>
<div class="card--project__body">
<div class="card--project__title"><a href="https://aerial-megadepth.github.io/">AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis</a></div>
<div class="card--project__meta">
<span class="card--project__year">2025</span>
<div class="card--project__tags"><span class="tag">3D Vision</span><span class="tag">Scene Understanding</span></div>
</div>
</div>
</div>
</div>
<div class="text-center" style="margin-top:var(--space-xl)">
<a href="./research.html" class="btn btn--outline">View All Research</a>
</div>
</div>
</section>
<!-- Quick Links -->
<section class="section">
<div class="container">
<h2 class="section__title">Explore</h2>
<div class="quick-links">
<a href="./people.html" class="btn btn--primary">Meet Our Faculty</a>
<a href="./research.html" class="btn btn--outline">Browse Research</a>
<a href="./courses.html" class="btn btn--outline">View Courses</a>
<a href="./sponsorship.html" class="btn btn--outline">Partner With Us</a>
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<p>School of Computer Science<br>5000 Forbes Ave<br>Pittsburgh, PA 15213</p>
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<h4>Pages</h4>
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