BoltzmannEntropy / QonFusion

Quantum Approaches to Gaussian Random Variables: Applications in Stable Diffusion and Brownian Motion.

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

#!/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}
}