Paper · ≈ 1 min read
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields
Outgoing relations
- addresses → Novel View Synthesis (Task)
- belongs_to_approach_family → Gaussian Splatting Reconstruction (ApproachFamily)
- part_of → 3D/4D Vision and Reconstruction (ResearchField)
- uses → CLIP (Model)
- uses → Gaussian Splatting (MethodologicalConcept)
- uses → SAM (Model)
- uses → Segment Anything (Model)
- uses_metric → LPIPS (Metric)
- uses_metric → PSNR (Metric)
- uses_metric → SSIM (Metric)
Connected node types
- Metric: 3
- Model: 3
- ApproachFamily: 1
- MethodologicalConcept: 1
- ResearchField: 1
- Task: 1
Mentions in the corpus
- part_of Evidence: --- type: Paper arxiv: "2312.03203" arxiv_url: https://arxiv.org/abs/23…
- mentioned_in Claim: --- type: Paper arxiv: "2312.03203" arxiv_url: https://arxiv.org/abs/2312.03203 title: "Feature…
- part_of Evidence: Methods that use Neural Radiance fields are versatile for traditional t…
- mentioned_in Claim: Methods that use Neural Radiance fields are versatile for traditional tasks such as novel view…
- part_of Evidence: We propose architectural and training changes to efficiently avert this…
- part_of Evidence: Recently, 3D Gaussian Splatting has shown state-of-the-art performance…
- part_of Evidence: Our proposed method is general, and our experiments showcase novel view…
- part_of Evidence: Across experiments, our distillation method is able to provide comparab…
- summarizes Project Pulse
- synthesizes Topic — Gaussian Splatting Reconstruction
- summarizes Topic — Gaussian Splatting Reconstruction
- 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-2312-03203/abstract.md