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README.md
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Implementation of [Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention](https://arxiv.org/abs/2408.00760) by [Susung Hong](https://susunghong.github.io).
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<
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<img src="teaser.jpg" width="90%">
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</p>
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## 🏔️ What is Smoothed Energy Guidance? How does it work?
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SEG does not severely suffer from side effects such as making the overall image grayish or significantly changing the original structure, while improving generation quality even without prompts.
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Unconditional generation without prompts
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<img src="
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ControlNet generation without prompts
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<img src="figures/seg_controlnet_comparison.jpg" width="90%">
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Implementation of [Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention](https://arxiv.org/abs/2408.00760) by [Susung Hong](https://susunghong.github.io).
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<img src="./teaser.jpg" width="90%">
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## 🏔️ What is Smoothed Energy Guidance? How does it work?
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SEG does not severely suffer from side effects such as making the overall image grayish or significantly changing the original structure, while improving generation quality even without prompts.
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Unconditional generation without prompts
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<img src="./seg_comparison.jpg" width="90%">
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