Controllable Generation with Text-to-Image Diffusion Models: A Survey

Controllable Generation with Text-to-Image Diffusion Models: A Survey

7 March 2024

Qing-Huang Song

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Papers citing "Controllable Generation with Text-to-Image Diffusion Models: A Survey"

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Title
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan ... Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 319 1 0 05 May 2025
Exploring Position Encoding in Diffusion U-Net for Training-free High-resolution Image Generation Feng Zhou Pu Cao Yiyang Ma Lu Yang Jianqin Yin DiffM 107 0 0 12 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 137 1 0 12 Mar 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong Tieniu Tan DiffM 109 3 0 22 Feb 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning Dimitrios Karageorgiou Symeon Papadopoulos I. Kompatsiaris Efstratios Gavves 176 1 0 28 Nov 2024
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach Rory Young Nicolas Pugeault AAML 136 0 0 14 Oct 2024
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective Xiangru Zhu Penglei Sun Yaoxian Song Yanghua Xiao Zhixu Li Chengyu Wang Jun Huang Bei Yang Xiaoxiao Xu EGVM 514 2 0 14 Oct 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification X. Wang Yuwei Zhou Bin Huang Hong Chen Wenwu Zhu DiffM 154 9 0 23 Sep 2024
Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models Yichen Sun Zhixuan Chu Zhan Qin Kui Ren DiffM 86 1 0 24 Jun 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 229 22 0 09 May 2024
Meta ControlNet: Enhancing Task Adaptation via Meta Learning Junjie Yang Jinze Zhao Peihao Wang Zhangyang Wang Yingbin Liang 128 3 0 03 Dec 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 230 25 0 24 Nov 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 164 82 0 13 Apr 2023
SINE: SINgle Image Editing with Text-to-Image Diffusion Models Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 186 160 0 08 Dec 2022