Dense Text-to-Image Generation with Attention Modulation

24 August 2023

Jun-Yan Zhu

Papers citing "Dense Text-to-Image Generation with Attention Modulation"

31 / 31 papers shown

Title
CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Y. Li Pencheng Wan Liang Han Yaowei Wang Liqiang Nie Min Zhang 43 0 0 07 May 2025
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Y. Zhang Xiang Li Lei Meng Lei Wu X. Meng DiffM 22 0 0 19 Apr 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers Chunyang Zhang Zhenhong Sun Zhicheng Zhang Junyan Wang Yu Zhang Dong Gong H. Mo Daoyi Dong 45 0 0 14 Apr 2025
Marmot: Multi-Agent Reasoning for Multi-Object Self-Correcting in Improving Image-Text Alignment Jiayang Sun H. Wang Jie Cao Huaibo Huang R. He DiffM 73 0 0 10 Apr 2025
Spherical Dense Text-to-Image Synthesis Timon Winter Stanislav Frolov Brian B. Moser Andreas Dengel MDE DiffM 83 0 0 18 Feb 2025
PAID: A Framework of Product-Centric Advertising Image Design Hongyu Chen Min Zhou Jing Jiang Jiale Chen Yang Lu Bo Xiao T. Ge Bo Zheng DiffM VLM 38 0 0 24 Jan 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 42 0 0 21 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 98 0 0 18 Dec 2024
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 82 0 0 28 Nov 2024
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Arash Marioriyad Mohammadali Banayeeanzade Reza Abbasi M. Rohban M. Baghshah DiffM 72 3 0 28 Oct 2024
DreamBeast: Distilling 3D Fantastical Animals with Part-Aware Knowledge Transfer Runjia Li Junlin Han Luke Melas-Kyriazi Chunyi Sun Zhaochong An Zhongrui Gui Shuyang Sun Philip Torr Tomas Jakab 36 1 0 12 Sep 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models Ming-Kuan Wu Xinyue Cai Jiayi Ji Jiale Li Oucheng Huang Gen Luo Hao Fei Xiaoshuai Sun Rongrong Ji MLLM 45 7 0 31 Jul 2024
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps Junseo Park Hyeryung Jang 75 0 0 17 Jul 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 42 0 0 17 Jun 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin Sicheng Mo Ben Klingher Fangzhou Mu Bolei Zhou DiffM 26 15 0 11 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 48 41 0 11 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 47 1 0 07 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 69 0 0 31 May 2024
ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification Fashion Ziyue Zhang Mingbao Lin Rongrong Ji Yuxin Zhang Rongrong Ji DiffM 53 3 0 26 Apr 2024
SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions Xiaoyu Liu Yuxiang Wei Ming-Yu Liu Xianhui Lin Peiran Ren Xuansong Xie Wangmeng Zuo DiffM 39 5 0 09 Apr 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 41 14 0 04 Mar 2024
InstanceDiffusion: Instance-level Control for Image Generation Xudong Wang Trevor Darrell Sai Saketh Rambhatla Rohit Girdhar Ishan Misra VLM DiffM 34 84 0 05 Feb 2024
InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models Jiun Tian Hoe Xudong Jiang Chee Seng Chan Yap-Peng Tan Weipeng Hu 19 11 0 10 Dec 2023
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns Shuliang Ning Duomin Wang Yipeng Qin Zirong Jin Baoyuan Wang Xiaoguang Han DiffM 27 11 0 07 Dec 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 132 221 0 06 Apr 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 519 0 02 Jan 2023
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 189 178 0 25 May 2022
On-the-Fly Attention Modulation for Neural Generation Yue Dong Chandra Bhagavatula Ximing Lu Jena D. Hwang Antoine Bosselut Jackie C.K. Cheung Yejin Choi 41 12 0 02 Jan 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 193 185 0 08 Dec 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016