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Grounded Text-to-Image Synthesis with Attention Refocusing

8 June 2023

Papers citing "Grounded Text-to-Image Synthesis with Attention Refocusing"

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Title
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 127 1 0 07 Jun 2024
Coherent Zero-Shot Visual Instruction Generation Quynh Phung Songwei Ge Jia-Bin Huang 94 2 0 06 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 126 6 0 04 Jun 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 135 1 0 28 May 2024
Bridging the Intent Gap: Knowledge-Enhanced Visual Generation Yi Cheng Ziwei Xu Dongyun Lin Harry Cheng Yongkang Wong Ying Sun Joo Hwee Lim Mohan Kankanhalli 96 1 0 21 May 2024
Compositional Text-to-Image Generation with Dense Blob Representations Weili Nie Sifei Liu Morteza Mardani Chao Liu Benjamin Eckart Arash Vahdat DiffM 141 20 0 14 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 105 1 0 01 May 2024
MaGGIe: Masked Guided Gradual Human Instance Matting Chuong Huynh Seoung Wug Oh Abhinav Shrivastava Joon-Young Lee VOS 83 8 0 24 Apr 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 104 5 0 22 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 252 29 0 22 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 88 6 0 09 Apr 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching Dongzhi Jiang Guanglu Song Xiaoshi Wu Renrui Zhang Dazhong Shen Zhuofan Zong Yu Liu Hongsheng Li VLM 136 29 0 04 Apr 2024
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation Omer Dahary Or Patashnik Kfir Aberman Daniel Cohen-Or DiffM 102 33 0 25 Mar 2024
EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing Xiangpeng Yang Linchao Zhu Hehe Fan Yi Yang DiffM VGen 93 10 0 24 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 102 5 0 22 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 92 2 0 20 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Hao Frank Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 130 29 0 18 Mar 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data Jialu Li Jaemin Cho Yi-Lin Sung Jaehong Yoon Mohit Bansal MoMe DiffM 105 9 0 11 Mar 2024
DivCon: Divide and Conquer for Progressive Text-to-Image Generation Yuhao Jia Wenhan Tan DiffM 111 1 0 11 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 94 93 0 10 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 141 38 0 07 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 62 19 0 06 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 91 17 0 04 Mar 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wei Cao Kenji Kawaguchi Yuan Yao DiffM 135 3 0 26 Feb 2024
Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control Denis Lukovnikov Asja Fischer DiffM 81 3 0 20 Feb 2024
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models Xinchen Zhang Ling Yang Yaqi Cai Zhaochen Yu Kai-Ni Wang ... Ye Tian Minkai Xu Yong Tang Yujiu Yang Tengjiao Wang DiffM 109 8 0 20 Feb 2024
Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation Junjie Shentu Matthew Watson Noura Al Moubayed 83 0 0 15 Feb 2024
PALP: Prompt Aligned Personalization of Text-to-Image Models Moab Arar Andrey Voynov Amir Hertz Omri Avrahami Shlomi Fruchter Yael Pritch Daniel Cohen-Or Ariel Shamir DiffM 111 22 0 11 Jan 2024
MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance Qi Mao Lan Chen Yuchao Gu Zhen Fang Mike Zheng Shou DiffM 96 11 0 18 Dec 2023
PEEKABOO: Interactive Video Generation via Masked-Diffusion Yash Jain Anshul Nasery Vibhav Vineet Harkirat Singh Behl VGen 104 35 0 12 Dec 2023
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel Changhoon Kim Sheng Cheng Chitta Baral Yezhou Yang VLM 64 20 0 07 Dec 2023
MotionZero:Exploiting Motion Priors for Zero-shot Text-to-Video Generation Jingkuan Song Litao Guo Lianli Gao Hengtao Shen Jingkuan Song VGen 80 4 0 28 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 134 13 0 27 Nov 2023
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning Jiaxi Lv Yi Huang Mingfu Yan Jiancheng Huang Jianzhuang Liu Yifan Liu Yafei Wen Xiaoxin Chen Shifeng Chen VGen DiffM 138 25 0 21 Nov 2023
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 161 14 0 21 Nov 2023
AutoStory: Generating Diverse Storytelling Images with Minimal Human Effort Wen Wang Canyu Zhao Hao Chen Zhekai Chen Kecheng Zheng Chunhua Shen DiffM 106 24 0 19 Nov 2023
Semantic Generative Augmentations for Few-Shot Counting Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne VLM DiffM 108 4 0 26 Oct 2023
A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation Eyal Segalis Dani Valevski Danny Lumen Yossi Matias Yaniv Leviathan DiffM 122 26 0 25 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 110 44 0 16 Oct 2023
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation Jiayu Xiao Henglei Lv Liang Li Shuhui Wang Qingming Huang DiffM 128 23 0 13 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 140 9 0 11 Oct 2023
LLM-grounded Video Diffusion Models Long Lian Baifeng Shi Semih Yavuz Ye Liu Boyi Li DiffM 105 55 0 29 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 170 38 0 22 Sep 2023
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 102 22 0 25 Aug 2023
Dense Text-to-Image Generation with Attention Modulation Yunji Kim Jiyoung Lee Jin-Hwa Kim Jung-Woo Ha Jun-Yan Zhu DiffM 146 144 0 24 Aug 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 116 150 0 21 Jul 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion Jinheng Xie Yuexiang Li Yawen Huang Haozhe Liu Wentian Zhang Yefeng Zheng Mike Zheng Shou DiffM 200 207 0 20 Jul 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 128 10 0 30 Jun 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 186 83 0 13 Apr 2023
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 157 159 0 29 Oct 2019