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Grounded Text-to-Image Synthesis with Attention Refocusing

Computer Vision and Pattern Recognition (CVPR), 2023

8 June 2023

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

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Title
Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image SynthesisAAAI Conference on Artificial Intelligence (AAAI), 2024 Zebin Yao Fangxiang Feng Ruifan Li Xiaojie Wang DiffM 121 1 0 07 Aug 2024
SceneTeller: Language-to-3D Scene Generation Basak Melis Öcal Maxim Tatarchenko Sezer Karaoglu Theo Gevers 160 26 0 30 Jul 2024
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-AttentionsIEEE Access (IEEE Access), 2024 Ashkan Taghipour Morteza Ghahremani Bennamoun Aref Miri Rekavandi Zinuo Li Hamid Laga F. Boussaïd VGen 176 5 0 27 Jul 2024
The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation Yi Yao Chan-Feng Hsu Jhe-Hao Lin Hongxia Xie Terence Lin Yi-Ning Huang Hong-Han Shuai Wen-Huang Cheng DiffM 155 5 0 17 Jul 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 129 40 0 10 Jul 2024
Sketch-Guided Scene Image Generation Tianyu Zhang Xiaoxuan Xie Xusheng Du H. Xie DiffM 118 3 0 09 Jul 2024
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? Zhaorun Chen Yichao Du Zichen Wen Yiyang Zhou Chenhang Cui ... Jiawei Zhou Zhuokai Zhao Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM MLLM 191 54 0 05 Jul 2024
AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 135 2 0 27 Jun 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models Bingqi Ma Zhuofan Zong Guanglu Song Hongsheng Li Yu Liu 186 33 0 17 Jun 2024
Composing Object Relations and Attributes for Image-Text Matching Khoi Pham Chuong Huynh Ser-Nam Lim Abhinav Shrivastava CoGe 157 18 0 17 Jun 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 132 2 0 17 Jun 2024
DiffusionPID: Interpreting Diffusion via Partial Information DecompositionNeural Information Processing Systems (NeurIPS), 2024 Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 241 6 0 07 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 207 5 0 07 Jun 2024
Coherent Zero-Shot Visual Instruction Generation Quynh Phung Songwei Ge Jia-Bin Huang 211 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 176 9 0 04 Jun 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 233 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 152 1 0 21 May 2024
Compositional Text-to-Image Generation with Dense Blob RepresentationsInternational Conference on Machine Learning (ICML), 2024 Weili Nie Sifei Liu Morteza Mardani Chao Liu Benjamin Eckart Arash Vahdat DiffM 233 31 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 180 1 0 01 May 2024
MaGGIe: Masked Guided Gradual Human Instance Matting Chuong Huynh Seoung Wug Oh Abhinav Shrivastava Joon-Young Lee VOS 146 12 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 150 8 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 375 43 0 22 Apr 2024
SmartControl: Enhancing ControlNet for Handling Rough Visual ConditionsEuropean Conference on Computer Vision (ECCV), 2024 Xiaoyu Liu Yuxiang Wei Ming-Yu Liu Xianhui Lin Peiran Ren Xuansong Xie Wangmeng Zuo DiffM 144 14 0 09 Apr 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept MatchingNeural Information Processing Systems (NeurIPS), 2024 Dongzhi Jiang Guanglu Song Xiaoshi Wu Renrui Zhang Dazhong Shen Zhuofan Zong Yu Liu Hongsheng Li VLM 241 45 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 168 44 0 25 Mar 2024
EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing Xiangpeng Yang Linchao Zhu Hehe Fan Yi Yang DiffM VGen 162 13 0 24 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image PersonalizationComputer Vision and Pattern Recognition (CVPR), 2024 Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 160 7 0 22 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 242 3 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 189 44 0 18 Mar 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated DataNeural Information Processing Systems (NeurIPS), 2024 Jialu Li Jaemin Cho Yi-Lin Sung Jaehong Yoon Mohit Bansal MoMe DiffM 149 14 0 11 Mar 2024
DivCon: Divide and Conquer for Complex Numerical and Spatial Reasoning in Text-to-Image Generation Yuhao Jia Wenhan Tan DiffM 203 1 0 11 Mar 2024
MACE: Mass Concept Erasure in Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 184 173 0 10 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 198 63 0 07 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 129 29 0 06 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 143 21 0 04 Mar 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wei Cao Kenji Kawaguchi Xingtai Lv DiffM 147 3 0 26 Feb 2024
Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control Denis Lukovnikov Asja Fischer DiffM 133 5 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 169 10 0 20 Feb 2024
Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation Junjie Shentu Matthew Watson Noura Al Moubayed 130 1 0 15 Feb 2024
PALP: Prompt Aligned Personalization of Text-to-Image ModelsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Moab Arar Andrey Voynov Amir Hertz Omri Avrahami Shlomi Fruchter Yael Pritch Daniel Cohen-Or Ariel Shamir DiffM 169 29 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 154 15 0 18 Dec 2023
PEEKABOO: Interactive Video Generation via Masked-DiffusionComputer Vision and Pattern Recognition (CVPR), 2023 Yash Jain Anshul Nasery Vibhav Vineet Harkirat Singh Behl VGen 161 55 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 100 21 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 96 6 0 28 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 188 19 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 229 41 0 21 Nov 2023
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 311 18 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 167 37 0 19 Nov 2023
Semantic Generative Augmentations for Few-Shot CountingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne VLM DiffM 136 7 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 162 32 0 25 Oct 2023