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Gemfile.lock | ||
node_modules | ||
package.json | ||
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favicon.ico | ||
favicon.ico |
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--- | ||
layout: post | ||
title: "Fuzzy Metaballs: Approximate Differentiable Rendering with Algebraic Surfaces" | ||
date: 2022-07-21 22:21:59 +00:00 | ||
image: /images/fuzzy22.png | ||
categories: research | ||
author: "Leo Keselman" | ||
authors: "<strong>Leonid Keselman</strong>, Martial Hebert" | ||
venue: "European Conference on Computer Vision" | ||
arxiv: https://arxiv.org/abs/2207.10606 | ||
code: https://github.com/leonidk/fuzzy-metaballs | ||
website: https://leonidk.github.io/fuzzy-metaballs/ | ||
youtube: https://www.youtube.com/watch?v=Ec7cxEc9eOU | ||
--- | ||
An approximate differentiable renderer for a compact, interpretable representation, which we call Fuzzy Metaballs. Our approximate renderer focuses on rendering shapes via depth maps and silhouettes. It sacrifices fidelity for utility, producing fast runtimes and high-quality gradient information that can be used to solve vision tasks. |
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--- | ||
layout: post | ||
title: "Discovering Multiple Algorithm Configurations" | ||
date: 2023-03-14 22:21:59 +00:00 | ||
image: /images/modecfg.png | ||
categories: research | ||
author: "Leo Keselman" | ||
authors: "<strong>Leonid Keselman</strong>, Martial Hebert" | ||
venue: "International Conference on Robotics and Automation" | ||
arxiv: https://arxiv.org/abs/2303.07434 | ||
code: https://github.com/leonidk/modecfg | ||
website: https://leonidk.github.io/modecfg | ||
youtube: https://www.youtube.com/watch?v=r2426BR4r8o | ||
--- | ||
We show the benefits of discovering an ensemble of configurations for a given algorithm during the course of optimization. Results on stereo, planning and visual odometry. |
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