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 PriorComputer Vision and Pattern Recognition (CVPR), 2023 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 GuidanceInternational Conference on Learning Representations (ICLR), 2025 X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 306 76 0 11 Jun 2024