2025 "diffusion model alignment" Papers

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DSPO: Direct Score Preference Optimization for Diffusion Model Alignment

Huaisheng Zhu, Teng Xiao, Vasant Honavar

ICLR 2025poster
22
citations

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

Zhen Liu, Tim Xiao, Weiyang Liu et al.

ICLR 2025posterarXiv:2412.07775
19
citations

IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance

Jiayi Guo, Chuanhao Yan, Xingqian Xu et al.

ICCV 2025posterarXiv:2509.26231
1
citations

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning

Xiefan Guo, Miaomiao Cui, Liefeng Bo et al.

ICCV 2025posterarXiv:2507.22604
1
citations

Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion

Haoyang Chen, Dongfang Sun, Caoyuan Ma et al.

ICCV 2025posterarXiv:2506.23711
2
citations