https://nv-tlabs.github.io/vqad/

https://nv-tlabs.github.io/vqad/

Last synced: 13 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
• 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/)