https://github.com/boltzmannentropy/qonfusion
Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion.
https://github.com/boltzmannentropy/qonfusion
Last synced: about 1 year ago
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Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion.
- Host: GitHub
- URL: https://github.com/boltzmannentropy/qonfusion
- Owner: BoltzmannEntropy
- Created: 2023-09-29T09:18:01.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-10-02T09:44:43.000Z (almost 3 years ago)
- Last Synced: 2025-03-29T00:41:13.932Z (over 1 year ago)
- Language: Python
- Size: 7.76 MB
- Stars: 6
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
QonFusion-Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion.
About •
Reproducing our results •
Citation •
## About
Code for our paper: https://arxiv.org/abs/2309.16258
Animations are available here: boltzmannentropy.github.io/qonfusion.github.io/
## The intersting code ...
https://github.com/BoltzmannEntropy/QonFusion/blob/main/q/model.py
## Reproducing our results
```python
#!/bin/sh
python3 001_qonfusion_random_rotations.py
python3 002_qonfusion_1d-diffusion.py
python3 002_qonfusion_gaussian_bias.py
python3 003_qonfusion_uniform.py
python3 004_qonfusion_gaussian.py
```
## Citation
https://arxiv.org/abs/2309.16258
```
@misc{kashani2023qonfusion,
title={QonFusion -- Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion},
author={Shlomo Kashani},
year={2023},
eprint={2309.16258},
archivePrefix={arXiv},
primaryClass={quant-ph}
}
```