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@@ -14,7 +14,7 @@ base_model: stabilityai/stable-diffusion-xl-base-1.0
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  # Margin-aware Preference Optimization for Aligning Diffusion Models without Reference
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  <div align="center">
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- <img src="assets/mapo_overview.png" width=750/>
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  </div><br>
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  We propose **MaPO**, a reference-free, sample-efficient, memory-friendly alignment technique for text-to-image diffusion models. For more details on the technique, please refer to our paper [here] (TODO).
 
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  # Margin-aware Preference Optimization for Aligning Diffusion Models without Reference
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  <div align="center">
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+ <img src="https://github.com/mapo-t2i/mapo/blob/main/assets/mapo_overview.png?raw=true" width=750/>
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  </div><br>
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  We propose **MaPO**, a reference-free, sample-efficient, memory-friendly alignment technique for text-to-image diffusion models. For more details on the technique, please refer to our paper [here] (TODO).