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Citation

@misc{hong2024marginaware,\n    title={Margin-aware Preference Optimization for Aligning Diffusion Models without Reference}, \n    author={Jiwoo Hong and Sayak Paul and Noah Lee and Kashif Rasul and James Thorne and Jongheon Jeong},\n    year={2024},\n    eprint={2406.06424},\n    archivePrefix={arXiv},\n    primaryClass={cs.CV}\n}\n

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AI & ML interests

Diffusion models, alignment

Organization Card

Community About org cards

Update, November 2025: MaPO was accepted to the AAAI'26 main track 🔥

Welcome to the MaPO organization! We're the authors of MaPO: Margin-aware Preference Optimization for Aligning Diffusion Models without Reference. We have hosted ours datasets, models, and other artifacts under this organization. You will be able to find them below. Additionally, here are the links to the paper, code, and the project website:

Citation

@misc{hong2024marginaware,
    title={Margin-aware Preference Optimization for Aligning Diffusion Models without Reference}, 
    author={Jiwoo Hong and Sayak Paul and Noah Lee and Kashif Rasul and James Thorne and Jongheon Jeong},
    year={2024},
    eprint={2406.06424},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}