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Add USF post to Research
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_posts/2026-04-03-usf.md

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---
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layout: post
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title: "Unified Spherical Frontend: Learning Rotation-Equivariant Representations of Spherical Images from Any Camera"
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date: 2026-04-03 9:00:00
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categories: research
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description: "A distortion-free lens-agnostic rotation-equivariant vision framework for modern perception"
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author: "Mukai Yu"
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published: true
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redirect: "https://tomnotch.com/USF"
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show_sidebar: false
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# slim_content_width: true
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permalink: /usf/
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image: /img/posts/2026-04-03-usf/usf_landscape_white.gif
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datatable: true
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title_image: None
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hero_image: /img/posts/2026-04-03-usf/usf_landscape_white.gif
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hero_height: is-large
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remove_hero_title: false
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menubar_toc: false
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tags: Perception, Learning
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---
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A distortion-free lens-agnostic rotation-equivariant vision framework for modern perception
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