Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models

31 January 2023

Hila Chefer

Yuval Alaluf

Yael Vinker

Lior Wolf

Daniel Cohen-Or

DiffM

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Papers citing "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models"

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Title
Multi-turn Consistent Image Editing Zijun Zhou Yingying Deng Xiangyu He Weiming Dong Fan Tang 46 0 0 07 May 2025
PiCo: Enhancing Text-Image Alignment with Improved Noise Selection and Precise Mask Control in Diffusion Models Chang Xie Chenyi Zhuang Pan Gao VLM 25 0 0 06 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 52 0 0 06 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Y. Jiang Qingyao Xu L. Zhang DiffM 46 0 0 05 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 55 0 0 02 May 2025
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT D. Jiang Ziyu Guo Renrui Zhang Zhuofan Zong Hao Li Le Zhuo Shilin Yan Pheng-Ann Heng H. Li LRM 57 0 0 01 May 2025
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution Pietro Bongini S. Mandelli Andrea Montibeller Mirko Casu Orazio Pontorno ... Paolo Bestagini Irene Amerini F. D. De Natale S. Battiato Mauro Barni VLM 76 0 0 28 Apr 2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 48 0 0 24 Apr 2025
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis Andrea Rigo Luca Stornaiuolo Mauro Martino Bruno Lepri N. Sebe 41 0 0 18 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 71 0 0 16 Apr 2025
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Jiale Tao Yanbing Zhang Qixun Wang Yiji Cheng Haofan Wang ... Ruihuang Li Linqing Wang Chunyu Wang Qin Lin Qinglin Lu DiffM 47 1 0 16 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Y. Hu Y. Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 34 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 68 0 0 10 Apr 2025
A Meaningful Perturbation Metric for Evaluating Explainability Methods Danielle Cohen Hila Chefer Lior Wolf AAML 20 0 0 09 Apr 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 28 0 0 09 Apr 2025
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model Qi Mao L. Chen Yuchao Gu Mike Zheng Shou Ming-Hsuan Yang DiffM 39 0 0 08 Apr 2025
Dynamic Objective MPC for Motion Planning of Seamless Docking Maneuvers Oliver Schumann Michael Buchholz Klaus C. J. Dietmayer 33 0 0 04 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis Zixuan Wang Duo Peng Feng Chen Y. Yang Yinjie Lei DiffM 74 0 0 02 Apr 2025
$A$^\text{T}$A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting$ A $^\text{T}$ A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting Yizhe Tang Zhimin Sun Yuzhen Du Ran Yi Guangben Lu T. Hu Luying Li Lizhuang Ma Fangyuan Zou DiffM 35 0 0 02 Apr 2025
Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models Guy Kaplan Michael Toker Yuval Reif Yonatan Belinkov Roy Schwartz DiffM 48 0 0 01 Apr 2025
SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning Xiaole Xian Zhichao Liao Qingyu Li Wenyu Qin Pengfei Wan Weicheng Xie Long Zeng L. Shen P. Feng DiffM 57 0 0 01 Apr 2025
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach Xin Zhang Siting Huang Xiangyang Luo Yifan Xie Weijiang Yu Heng Chang Fei Ma Fei Richard Yu DiffM 31 0 0 31 Mar 2025
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes Nikai Du Zhennan Chen Z. Chen Shan Gao Xi Chen Zhengkai Jiang Jian Yang Ying Tai DiffM 38 0 0 30 Mar 2025
On Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation H. Seo Junseo Bang Haechang Lee Joohoon Lee Byung Hyun Lee Se Young Chun 46 0 0 29 Mar 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 58 0 0 28 Mar 2025
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models Chi-Pin Huang Yen-Siang Wu Hung-Kai Chung Kai-Po Chang Fu-En Yang Yu-Jie Wang DiffM VGen 55 0 0 27 Mar 2025
AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait Identification Earl Ranario Lars Lundqvist Heesup Yun Brian N Bailey J. M. Earles VLM 38 0 0 27 Mar 2025
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing Achint Soni Meet Soni Sirisha Rambhatla DiffM 51 0 0 27 Mar 2025
IPGO: Indirect Prompt Gradient Optimization on Text-to-Image Generative Models with High Data Efficiency Jianping Ye Michel Wedel Kunpeng Zhang 37 0 0 25 Mar 2025
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration Yuyao Zhang Jinghao Li Yu-Wing Tai DiffM 64 0 0 25 Mar 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance Shulei Wang Wang Lin Hai Huang Hanting Wang Sihang Cai ... Tao Jin Jingyuan Chen Jiacheng Sun Jieming Zhu Zhou Zhao DiffM 55 2 0 22 Mar 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo Yexin Liu Zelin Peng Junjun He Zongyuan Ge VGen DiffM 94 0 0 20 Mar 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models Teng-Fang Hsiao Bo-Kai Ruan Yi-Lun Wu Tzu-Ling Lin Hong-Han Shuai VLM 43 0 0 19 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 73 0 0 19 Mar 2025
MusicInfuser: Making Video Diffusion Listen and Dance Susung Hong Ira Kemelmacher-Shlizerman Brian L. Curless Steven M. Seitz VGen 45 0 0 18 Mar 2025
DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection Jaewoo Song Daemin Park Kanghyun Baek Sangyub Lee Jooyoung Choi Eunji Kim Sungroh Yoon 49 0 0 18 Mar 2025
T2I-FineEval: Fine-Grained Compositional Metric for Text-to-Image Evaluation Seyed Mohsen Hosseini Amir Mohammad Izadi Ali Abdollahi Armin Saghafian M. Baghshah EGVM CoGe 66 0 0 14 Mar 2025
LUSD: Localized Update Score Distillation for Text-Guided Image Editing Worameth Chinchuthakun Tossaporn Saengja Nontawat Tritrong Pitchaporn Rewatbowornwong Pramook Khungurn Supasorn Suwajanakorn DiffM 44 0 0 14 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 48 0 0 13 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 61 0 0 13 Mar 2025
Investigating and Improving Counter-Stereotypical Action Relation in Text-to-Image Diffusion Models Sina Malakouti Adriana Kovashka EGVM 62 0 0 13 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 60 0 0 12 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 52 0 0 11 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 53 0 0 10 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 37 0 0 09 Mar 2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 39 1 0 02 Mar 2025
Zero-Shot Head Swapping in Real-World Scenarios S. Jeong Taewoong Kang Hyojin Jang Jaegul Choo 34 0 0 02 Mar 2025
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing Xiangpeng Yang Linchao Zhu Hehe Fan Yi Yang DiffM VGen 41 5 0 24 Feb 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 97 0 0 17 Feb 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 66 4 0 20 Jan 2025