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https://nv-tlabs.github.io/vqad/
https://nv-tlabs.github.io/vqad/
Last synced: 8 days ago
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- Host: GitHub
- URL: https://nv-tlabs.github.io/vqad/
- Owner: nv-tlabs
- Created: 2022-05-03T22:11:32.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-07-31T18:16:37.000Z (over 2 years ago)
- Last Synced: 2024-08-01T04:02:38.669Z (3 months ago)
- Size: 2.54 MB
- Stars: 225
- Watchers: 44
- Forks: 5
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-3d-compression - Variable Bitrate Neural Fields
- awesome-NeRF - Variable Bitrate Neural Fields - tlabs/vqad) | [bibtex](./citations/Variable-bitrate-neural-fields.txt) (Papers)
README
## Variable Bitrate Neural Fields
**Code is now available:** https://github.com/NVIDIAGameWorks/kaolin-wisp
We will eventually populate this repository with scripts and additional code for the various small experiments. Stay tuned!
This is the official code repository for [Variable Bitrate Neural Fields (SIGGRAPH 2022)](https://nv-tlabs.github.io/vqad) which compresses feature grids for neural fields using our VQ-AD (vector-quantized auto-decoder) method.
This work is authored by:
[Towaki Takikawa](https://tovacinni.github.io),
[Alex Evans](https://research.nvidia.com/person/alex-evans),
[Jonathan Tremblay](https://research.nvidia.com/person/jonathan-tremblay),
[Thomas Müller](https://tom94.net/),
[Morgan McGuire](https://casual-effects.com),
[Alec Jacobson](https://www.cs.toronto.edu/~jacobson/),
[Sanja Fidler](https://www.cs.utoronto.ca/~fidler/)