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parameterize a 3D volume as a combination of lower-dimension objects, namely vectors, matrices (lines, planes) · 2022

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cs.CV 1

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2024 1

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CONDITIONAL 1

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Geometric Algebra Planes: Convex Implicit Neural Volumes

cs.CV · 2024-11-20 · conditional · novelty 6.0

GA-Planes generalizes several volume representations and offers convex, semiconvex, or nonconvex training; 2D analysis shows equivalence to low-rank plus low-resolution matrix approximation.

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  • Geometric Algebra Planes: Convex Implicit Neural Volumes cs.CV · 2024-11-20 · conditional · none · ref 12

    GA-Planes generalizes several volume representations and offers convex, semiconvex, or nonconvex training; 2D analysis shows equivalence to low-rank plus low-resolution matrix approximation.