Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis

Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis

29 May 2025

ArXiv (abs)PDF HTML HuggingFace (2 upvotes)

Papers citing "Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis"

9 / 9 papers shown

Title
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences Yunhong Lu Qichao Wang H. Cao Xiaoyin Xu Min Zhang 157 1 0 03 Jun 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 212 17 0 10 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 153 1 0 10 Apr 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Shaojin Wu Mengqi Huang Wenxu Wu Yufeng Cheng Fei Ding Qian He DiffM 155 44 0 02 Apr 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models Yijing Lin Mengqi Huang Shuhan Zhuang Zhendong Mao VGen 163 8 0 13 Mar 2025
ObjectMover: Generative Object Movement with Video Prior Xin Yu Jiashuo Liu Seunggeun Kim Paul Guerrero Xi Chen Qing Liu Zhe Lin Xiaojuan Qi DiffM VGen OCL 203 5 0 11 Mar 2025
FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors Yuhui Zhang Xinpeng Zhou Yihan Zeng Hang Xu Hui Li Wangmeng Zuo VGen DiffM 112 7 0 14 Jan 2025
ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling Chaojie Mao Junxuan Zhang Yulin Pan Zeyinzi Jiang Zhen Han Yu Liu Jingren Zhou DiffM 241 46 0 05 Jan 2025
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 306 76 0 11 Jun 2024