"preference dataset" Papers

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Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences

Hyojin Bahng, Caroline Chan, Fredo Durand et al.

ICCV 2025arXiv:2506.02095
7
citations

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Zhaorun Chen, Zichen Wen, Yichao Du et al.

NEURIPS 2025arXiv:2407.04842
60
citations

SafeVid: Toward Safety Aligned Video Large Multimodal Models

Yixu Wang, Jiaxin Song, Yifeng Gao et al.

NEURIPS 2025arXiv:2505.11926
4
citations

SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters

Teng Xiao, Yige Yuan, Zhengyu Chen et al.

ICLR 2025arXiv:2502.00883
26
citations