Diffusion-SDPO: Safeguarded Direct Preference Optimization for Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Fu, Minghao, Wang, Guo-Hua, Cui, Tianyu, Chen, Qing-Guo, Xu, Zhao, Luo, Weihua, Zhang, Kaifu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
by: Fu, Minghao, et al.
Published: (2025)
by: Fu, Minghao, et al.
Published: (2025)
TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance
by: Fu, Minghao, et al.
Published: (2025)
by: Fu, Minghao, et al.
Published: (2025)
Evaluating Image Caption via Cycle-consistent Text-to-Image Generation
by: Cui, Tianyu, et al.
Published: (2025)
by: Cui, Tianyu, et al.
Published: (2025)
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
by: Zhao, Shanshan, et al.
Published: (2025)
by: Zhao, Shanshan, et al.
Published: (2025)
Reinforcing Diffusion Models by Direct Group Preference Optimization
by: Luo, Yihong, et al.
Published: (2025)
by: Luo, Yihong, et al.
Published: (2025)
Rethinking Direct Preference Optimization in Diffusion Models
by: Kang, Junyong, et al.
Published: (2025)
by: Kang, Junyong, et al.
Published: (2025)
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models
by: Wang, Fu-Yun, et al.
Published: (2025)
by: Wang, Fu-Yun, et al.
Published: (2025)
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
by: Hu, JiaKui, et al.
Published: (2025)
by: Hu, JiaKui, et al.
Published: (2025)
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
by: Zhao, Zhengyue, et al.
Published: (2023)
by: Zhao, Zhengyue, et al.
Published: (2023)
Discriminator-Free Direct Preference Optimization for Video Diffusion
by: Cheng, Haoran, et al.
Published: (2025)
by: Cheng, Haoran, et al.
Published: (2025)
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs
by: Sun, Hui, et al.
Published: (2025)
by: Sun, Hui, et al.
Published: (2025)
DeDPO: Debiased Direct Preference Optimization for Diffusion Models
by: Pham, Khiem, et al.
Published: (2026)
by: Pham, Khiem, et al.
Published: (2026)
Optimizing Multi-Round Enhanced Training in Diffusion Models for Improved Preference Understanding
by: Li, Kun, et al.
Published: (2025)
by: Li, Kun, et al.
Published: (2025)
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation
by: Wei, Tianyu, et al.
Published: (2024)
by: Wei, Tianyu, et al.
Published: (2024)
Directly Denoising Diffusion Models
by: Zhang, Dan, et al.
Published: (2024)
by: Zhang, Dan, et al.
Published: (2024)
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization
by: Peng, Liang, et al.
Published: (2025)
by: Peng, Liang, et al.
Published: (2025)
Dual Caption Preference Optimization for Diffusion Models
by: Saeidi, Amir, et al.
Published: (2025)
by: Saeidi, Amir, et al.
Published: (2025)
Ovis: Structural Embedding Alignment for Multimodal Large Language Model
by: Lu, Shiyin, et al.
Published: (2024)
by: Lu, Shiyin, et al.
Published: (2024)
D-Fusion: Direct Preference Optimization for Aligning Diffusion Models with Visually Consistent Samples
by: Hu, Zijing, et al.
Published: (2025)
by: Hu, Zijing, et al.
Published: (2025)
Diffusion-APO: Trajectory-Aware Direct Preference Alignment for Video Diffusion Transformers
by: Zhu, Jingyuan, et al.
Published: (2026)
by: Zhu, Jingyuan, et al.
Published: (2026)
Deep But Reliable: Advancing Multi-turn Reasoning for Thinking with Images
by: Yang, Wenhao, et al.
Published: (2025)
by: Yang, Wenhao, et al.
Published: (2025)
Towards Better Optimization For Listwise Preference in Diffusion Models
by: Bai, Jiamu, et al.
Published: (2025)
by: Bai, Jiamu, et al.
Published: (2025)
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion
by: Zhao, An, et al.
Published: (2025)
by: Zhao, An, et al.
Published: (2025)
Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment
by: Jiang, Kaixun, et al.
Published: (2025)
by: Jiang, Kaixun, et al.
Published: (2025)
Towards Self-Improvement of Diffusion Models via Group Preference Optimization
by: Chen, Renjie, et al.
Published: (2025)
by: Chen, Renjie, et al.
Published: (2025)
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences
by: Lu, Yunhong, et al.
Published: (2025)
by: Lu, Yunhong, et al.
Published: (2025)
Ovis-Image Technical Report
by: Wang, Guo-Hua, et al.
Published: (2025)
by: Wang, Guo-Hua, et al.
Published: (2025)
Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models
by: Huang, Zitong, et al.
Published: (2026)
by: Huang, Zitong, et al.
Published: (2026)
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
by: Shen, Wenhao, et al.
Published: (2025)
by: Shen, Wenhao, et al.
Published: (2025)
Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization
by: Yang, Wenhao, et al.
Published: (2026)
by: Yang, Wenhao, et al.
Published: (2026)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models
by: Croitoru, Florinel-Alin, et al.
Published: (2024)
by: Croitoru, Florinel-Alin, et al.
Published: (2024)
When Preferences Diverge: Aligning Diffusion Models with Minority-Aware Adaptive DPO
by: Zhang, Lingfan, et al.
Published: (2025)
by: Zhang, Lingfan, et al.
Published: (2025)
Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
by: Guo, Jingfeng, et al.
Published: (2025)
by: Guo, Jingfeng, et al.
Published: (2025)
PC-Diffusion: Aligning Diffusion Models with Human Preferences via Preference Classifier
by: Wang, Shaomeng, et al.
Published: (2025)
by: Wang, Shaomeng, et al.
Published: (2025)
Calibrated Multi-Preference Optimization for Aligning Diffusion Models
by: Lee, Kyungmin, et al.
Published: (2025)
by: Lee, Kyungmin, et al.
Published: (2025)
Arena as Offline Reward: Efficient Fine-Grained Preference Optimization for Diffusion Models
by: Li, Zhikai, et al.
Published: (2026)
by: Li, Zhikai, et al.
Published: (2026)
Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy Optimization
by: Wang, Yibo, et al.
Published: (2026)
by: Wang, Yibo, et al.
Published: (2026)
UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
by: Duan, Lunhao, et al.
Published: (2024)
by: Duan, Lunhao, et al.
Published: (2024)
Training-Free Image Editing with Visual Context Integration and Concept Alignment
by: Song, Rui, et al.
Published: (2026)
by: Song, Rui, et al.
Published: (2026)
Divergence Minimization Preference Optimization for Diffusion Model Alignment
by: Li, Binxu, et al.
Published: (2025)
by: Li, Binxu, et al.
Published: (2025)
Similar Items
-
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
by: Fu, Minghao, et al.
Published: (2025) -
TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance
by: Fu, Minghao, et al.
Published: (2025) -
Evaluating Image Caption via Cycle-consistent Text-to-Image Generation
by: Cui, Tianyu, et al.
Published: (2025) -
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
by: Zhao, Shanshan, et al.
Published: (2025) -
Reinforcing Diffusion Models by Direct Group Preference Optimization
by: Luo, Yihong, et al.
Published: (2025)