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Paper · ≈ 1 min read

Mathematical Supplement for the $\\\\texttt{gsplat}$ Library

Also known as: Mathematical Supplement for the gsplat Library, arXiv:2312.02121 · Source: examples/demo-corpus/data/research/papers/arxiv-2312-02121/abstract.md

Mathematical Supplement for the $\\texttt{gsplat}$ Library

Outgoing relations

addresses → Visual SLAM (ResearchTopic)
belongs_to_approach_family → Gaussian Splatting Reconstruction (ApproachFamily)
implemented_in → About nerfstudio-project/gsplat (Repository)
part_of → 3D/4D Vision and Reconstruction (ResearchField)
uses → Gaussian Splatting (MethodologicalConcept)
uses_metric → LPIPS (Metric)
uses_metric → PSNR (Metric)
uses_metric → SSIM (Metric)

Incoming relations

mentioned_in → About nerfstudio-project/gsplat (Repository)

Connected node types

Metric: 3
Repository: 2
ApproachFamily: 1
MethodologicalConcept: 1
ResearchField: 1
ResearchTopic: 1

Mentions in the corpus

part_of Evidence: --- type: Paper arxiv: "2312.02121" arxiv_url: https://arxiv.org/abs/23…
mentioned_in Claim: --- type: Paper arxiv: "2312.02121" arxiv_url: https://arxiv.org/abs/2312.02121 title: "Mathema…
part_of Evidence: The accompanying Python API exposes each component of the forward and b…
mentioned_in Claim: The accompanying Python API exposes each component of the forward and backward passes individua…
mentioned_in About nerfstudio-project/gsplat
summarizes Project Pulse
synthesizes Topic — Gaussian Splatting Reconstruction
summarizes Topic — Gaussian Splatting Reconstruction
synthesizes Topic — Visual SLAM
summarizes Topic — Visual SLAM
synthesizes Comparison — Dynamic Gaussian Splatting vs Gaussian Splatting Reconstruction
summarizes Comparison — Dynamic Gaussian Splatting vs Gaussian Splatting Reconstruction
summarizes Field Overview — 3D/4D Vision and Reconstruction

Cross-references in raw data

No raw-data mentions found.

Source provenance

examples/demo-corpus/data/research/papers/arxiv-2312-02121/abstract.md

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