// ◉ Multimodal & Vision
NeRF & 3D Gaussian Splatting
Reconstructs 3D scenes renderable from any viewpoint from photos.
神经辐射场与 3D 高斯泼溅 2020 Advanced core
IN PLAIN WORDS
NeRF represents color and density with a network and renders novel views volumetrically; 3D Gaussian Splatting uses millions of optimizable 3D Gaussians for real-time rendering and became mainstream.
Used in: Digital twins, 3D commerce, VFX
01Original paper
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, et al. · 2020
arXiv ↗ ✓ Verified · arXiv API
02Where it sits
Learn the left column first; the right column builds on this one.
Learn first
Then you can learn
- Nothing in the atlas builds on it yet
Related:World Models
Left: prerequisites · right: builds on this · dashed: related. Full map →
03Learning resources
Official docs, explainers, courses and reference code. All links checked.
04Where the course teaches it
For AI / data
- Verification: verified, checked 2026-10-21.
- JSON: /api/learn/algorithms.json (id:
nerf-3dgs)