Real-data supervision via reference-based contrasts aligns diffusion models comparably to standard preference methods without annotated pairs.
Ranking-based preference optimization for diffusion models from implicit user feedback.arXiv preprint arXiv:2510.18353,
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When Preference Labels Fall Short: Aligning Diffusion Models from Real Data
Real-data supervision via reference-based contrasts aligns diffusion models comparably to standard preference methods without annotated pairs.