Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

9 December 2022

Papers citing "Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis"

50 / 57 papers shown

Title
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 56 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 105 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 57 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 62 0 0 01 May 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
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 33 0 0 14 Apr 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
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 87 0 0 17 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 40 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 46 1 0 02 Mar 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 102 0 0 17 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 106 0 0 10 Feb 2025
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Siwei Tu Ben Fei Weidong Yang Fenghua Ling Hao Chen Zili Liu Kun Chen Hang Fan W. Ouyang Lei Bai 67 0 0 09 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 71 4 0 20 Jan 2025
Mojito: Motion Trajectory and Intensity Control for Video Generation Xuehai He Shuohang Wang Jianwei Yang Xiaoxia Wu Y. Wang Kuan-Chieh Jackson Wang Z. Zhan Olatunji Ruwase Yelong Shen X. Wang VGen 86 1 0 12 Dec 2024
Spider: Any-to-Many Multimodal LLM Jinxiang Lai Jie Zhang Jun Liu Jian Li Xiaocheng Lu Song Guo MLLM 56 2 0 14 Nov 2024
Few-Shot Task Learning through Inverse Generative Modeling Aviv Netanyahu Yilun Du Antonia Bronars Jyothish Pari J. Tenenbaum Tianmin Shu Pulkit Agrawal 44 1 0 07 Nov 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 57 13 0 07 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Marioriyad Parham Rezaei M. Baghshah M. Rohban CoGe 106 0 0 30 Oct 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 70 3 0 28 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 96 2 0 22 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 141 1 0 14 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 27 22 0 08 Oct 2024
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection Federico Betti Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe DiffM 31 0 0 16 Sep 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 80 2 0 21 Aug 2024
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing Zhenyu Wang Aoxue Li Zhenguo Li Xihui Liu MLLM DiffM 41 25 0 08 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Y. Yang 91 11 0 02 Jul 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 0 27 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 36 2 0 11 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 32 88 0 02 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 51 3 0 26 Apr 2024
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel MoMe 33 7 0 15 Apr 2024
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis Yumeng Li William H. Beluch M. Keuper Dan Zhang Anna Khoreva DiffM VGen 74 5 0 20 Mar 2024
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control Sitong Su Litao Guo Lianli Gao Hengtao Shen Jingkuan Song DiffM 33 3 0 06 Dec 2023
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following Yutong Feng Biao Gong Di Chen Yujun Shen Yu Liu Jingren Zhou DiffM 26 43 0 28 Nov 2023
Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models Poyuan Mao Shashank Kotyan Tham Yik Foong Danilo Vasconcellos Vargas 22 5 0 24 Nov 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 24 5 0 17 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Andrew Zhang DiffM 36 141 0 05 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 48 2,118 0 04 Jul 2023
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search Qihao Liu Adam Kortylewski Yutong Bai Song Bai Alan Yuille DiffM 28 12 0 01 Jun 2023
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 50 80 0 30 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Yu Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 30 166 0 29 May 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation Marco Bellagente Manuel Brack H. Teufel Felix Friedrich Bjorn Deiseroth ... Koen Oostermeijer Andres Felipe Cruz Salinas P. Schramowski Kristian Kersting Samuel Weinbach 36 15 0 24 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 32 279 0 11 May 2023
Guided Image Synthesis via Initial Image Editing in Diffusion Model Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 30 52 0 05 May 2023
Training-Free Location-Aware Text-to-Image Synthesis Jiafeng Mao Xueting Wang 13 11 0 26 Apr 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 77 79 0 13 Apr 2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models Eslam Mohamed Bakr Pengzhan Sun Xiaoqian Shen Faizan Farooq Khan Li Erran Li Mohamed Elhoseiny VLM 11 76 0 11 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe-nan Lin Yang Zhang Shiyu Chang DiffM 42 43 0 07 Apr 2023
Text-to-Image Diffusion Models are Zero-Shot Classifiers Kevin Clark P. Jaini DiffM VLM 22 106 0 27 Mar 2023