"diffusion model alignment" Papers

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DSPO: Direct Score Preference Optimization for Diffusion Model Alignment

Huaisheng Zhu, Teng Xiao, Vasant Honavar

DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling

Xin Xie, Dong Gong

CVPR 2025arXiv:2412.00759

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

Zhen Liu, Tim Xiao, Weiyang Liu et al.

ICLR 2025arXiv:2412.07775

IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance

Jiayi Guo, Chuanhao Yan, Xingqian Xu et al.

ICCV 2025arXiv:2509.26231

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

Xiefan Guo, Miaomiao Cui, Liefeng Bo et al.

ICCV 2025arXiv:2507.22604

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 2025arXiv:2506.23711

Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases

Ziyi Zhang, Sen Zhang, Yibing Zhan et al.

ICML 2024oralarXiv:2402.08552