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abarankab committed Aug 19, 2021
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# DDPM
PyTorch DDPM implementation
## Denoising Diffusion Probabilistic Models
An implementation of Denoising Diffusion Probabilistic Models for class-conditional image generation written in PyTorch.

## Experiments on MNIST

TODO

## Acknowledgements

I used [Phil Wang's implementation](https://github.com/lucidrains/denoising-diffusion-pytorch) as a reference for my work.

## Citations

```bibtex
@misc{ho2020denoising,
title = {Denoising Diffusion Probabilistic Models},
author = {Jonathan Ho and Ajay Jain and Pieter Abbeel},
year = {2020},
eprint = {2006.11239},
archivePrefix = {arXiv},
primaryClass = {cs.LG}
}
```

```bibtex
@inproceedings{anonymous2021improved,
title = {Improved Denoising Diffusion Probabilistic Models},
author = {Anonymous},
booktitle = {Submitted to International Conference on Learning Representations},
year = {2021},
url = {https://openreview.net/forum?id=-NEXDKk8gZ},
note = {under review}
}

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