https://github.com/lucidrains/retrieval-augmented-ddpm

Implementation of Retrieval-Augmented Denoising Diffusion Probabilistic Models in Pytorch
https://github.com/lucidrains/retrieval-augmented-ddpm

artificial-intelligence deep-learning image-generation retrieval

Last synced: about 1 year ago
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Implementation of Retrieval-Augmented Denoising Diffusion Probabilistic Models in Pytorch

• Host: GitHub
• URL: https://github.com/lucidrains/retrieval-augmented-ddpm
• Owner: lucidrains
• License: mit
• Created: 2022-05-01T18:20:48.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2022-05-05T15:23:06.000Z (about 4 years ago)
• Last Synced: 2025-04-19T01:32:29.762Z (about 1 year ago)
• Topics: artificial-intelligence, deep-learning, image-generation, retrieval
• Language: Python
• Homepage:
• Size: 4.88 KB
• Stars: 64
• Watchers: 6
• Forks: 5
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
## Retrieval-Augmented Denoising Diffusion Probabilistic Models (wip)

Implementation of Retrieval-Augmented Denoising Diffusion Probabilistic Models in Pytorch

This will make use of the Clip Retrieval library made by @rom1504

## Citations

```bibtex

@article{Blattmann2022RetrievalAugmentedDM,

    title   = {Retrieval-Augmented Diffusion Models},

    author  = {A. Blattmann and Robin Rombach and K Oktay and Bj{\"o}rn Ommer},

    journal = {ArXiv},

    year    = {2022},

    volume  = {abs/2204.11824}

}

```