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@@ -124,7 +124,7 @@ Follow [the usage guidelines of Stable Diffusion v1](https://huggingface.co/Comp
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  # Citation
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  ```bibtex
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  @article{kim2023architectural,
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- title={On Architectural Compression of Text-to-Image Diffusion Models},
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  author={Kim, Bo-Kyeong and Song, Hyoung-Kyu and Castells, Thibault and Choi, Shinkook},
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  journal={arXiv preprint arXiv:2305.15798},
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  year={2023},
@@ -132,7 +132,7 @@ Follow [the usage guidelines of Stable Diffusion v1](https://huggingface.co/Comp
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  }
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  ```
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  ```bibtex
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- @article{Kim_2023_ICMLW,
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  title={BK-SDM: Architecturally Compressed Stable Diffusion for Efficient Text-to-Image Generation},
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  author={Kim, Bo-Kyeong and Song, Hyoung-Kyu and Castells, Thibault and Choi, Shinkook},
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  journal={ICML Workshop on Efficient Systems for Foundation Models (ES-FoMo)},
 
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  # Citation
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  ```bibtex
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  @article{kim2023architectural,
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+ title={BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion},
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  author={Kim, Bo-Kyeong and Song, Hyoung-Kyu and Castells, Thibault and Choi, Shinkook},
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  journal={arXiv preprint arXiv:2305.15798},
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  year={2023},
 
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  }
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  ```
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  ```bibtex
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+ @article{kim2023bksdm,
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  title={BK-SDM: Architecturally Compressed Stable Diffusion for Efficient Text-to-Image Generation},
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  author={Kim, Bo-Kyeong and Song, Hyoung-Kyu and Castells, Thibault and Choi, Shinkook},
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  journal={ICML Workshop on Efficient Systems for Foundation Models (ES-FoMo)},