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Compositional Text-to-Image Synthesis with Attention Map Control of
  Diffusion Models
v1v2 (latest)

Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models

AAAI Conference on Artificial Intelligence (AAAI), 2023
23 May 2023
Ruichen Wang
Zekang Chen
Chen Chen
Jiancang Ma
H. Lu
Xiaodong Lin
    DiffM
ArXiv (abs)PDFHTMLGithub

Papers citing "Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models"

50 / 62 papers shown
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models
DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models
Patrick Kwon
Chen Chen
DiffMAI4TSVGen
236
1
0
01 Dec 2025
Synthetic Curriculum Reinforces Compositional Text-to-Image Generation
Synthetic Curriculum Reinforces Compositional Text-to-Image Generation
Shijian Wang
Runhao Fu
Siyi Zhao
Qingqin Zhan
Xingjian Wang
Jiarui Jin
Yuan Lu
Hanqian Wu
Cunjian Chen
EGVM
265
0
0
23 Nov 2025
M$^{3}$T2IBench: A Large-Scale Multi-Category, Multi-Instance, Multi-Relation Text-to-Image Benchmark
M3^{3}3T2IBench: A Large-Scale Multi-Category, Multi-Instance, Multi-Relation Text-to-Image Benchmark
Huixuan Zhang
Xiaojun Wan
VLM
299
0
0
27 Oct 2025
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement
Habin Lim
Yeongseob Won
Juwon Seo
Gyeong-Moon Park
214
0
0
06 Oct 2025
FoR-SALE: Frame of Reference-guided Spatial Adjustment in LLM-based Diffusion Editing
FoR-SALE: Frame of Reference-guided Spatial Adjustment in LLM-based Diffusion Editing
Tanawan Premsri
Parisa Kordjamshidi
DiffM
130
0
0
27 Sep 2025
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Kang Wei
Xin Yuan
Fushuo Huo
Chuan Ma
Long Yuan
S. Li
Ming Ding
Dacheng Tao
DiffMMedIm
289
2
0
25 Sep 2025
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
S. Kasaei
Ali Aghayari
Arash Marioriyad
Niki Sepasian
Shayan Baghayi Nejad
MohammadAmin Fazli
M. Baghshah
M. Rohban
EGVM
357
2
0
22 Sep 2025
PositionIC: Unified Position and Identity Consistency for Image Customization
PositionIC: Unified Position and Identity Consistency for Image Customization
J. Hu
Tianyang Han
K. Ma
Jialin Gao
Hao Dou
Xianhua He
Xianhua He
Jianhui Zhang
Junfeng Luo
DiffM
563
4
0
18 Jul 2025
Imbalance in Balance: Online Concept Balancing in Generation Models
Imbalance in Balance: Online Concept Balancing in Generation Models
Yukai Shi
Jiarong Ou
Rui Chen
Haotian Yang
Jiahao Wang
Xin Tao
Pengfei Wan
Di Zhang
Kun Gai
252
1
0
17 Jul 2025
Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models
Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models
Zejian Li
Yize Li
Chenye Meng
Zhongni Liu
Yang Ling
Shengyuan Zhang
Guang Yang
Changyuan Yang
Zhiyuan Yang
Lingyun Sun
457
6
0
14 Jul 2025
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
Yanjie Li
Wenxuan Zhang
Xinqi Lyu
Yihao Liu
Bin Xiao
AAMLDiffMWIGM
675
0
0
24 May 2025
Improving Compositional Generation with Diffusion Models Using Lift Scores
Improving Compositional Generation with Diffusion Models Using Lift Scores
Chenning Yu
Sicun Gao
DiffM
1.3K
1
0
19 May 2025
Multi-turn Consistent Image Editing
Multi-turn Consistent Image Editing
Zijun Zhou
Yingying Deng
Xiangyu He
Weiming Dong
Fan Tang
353
10
0
07 May 2025
PiCo: Enhancing Text-Image Alignment with Improved Noise Selection and Precise Mask Control in Diffusion Models
PiCo: Enhancing Text-Image Alignment with Improved Noise Selection and Precise Mask Control in Diffusion Models
Chang Xie
Chenyi Zhuang
Pan Gao
VLM
302
0
0
06 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model
VSC: Visual Search Compositional Text-to-Image Diffusion Model
Do Huu Dat
Nam Hyeonu
Po Yuan Mao
Tae-Hyun Oh
DiffMCoGe
396
5
0
02 May 2025
Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation
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
440
0
0
29 Mar 2025
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models
Héctor Laria
Alexandra Gomez-Villa
Jiang Qin
Muhammad Atif Butt
Bogdan Raducanu
Javier Vázquez-Corral
Joost van de Weijer
Kai Wang
DiffM
424
4
0
12 Mar 2025
Conceptrol: Concept Control of Zero-shot Personalized Image Generation
Conceptrol: Concept Control of Zero-shot Personalized Image Generation
Qiyuan He
Angela Yao
DiffM
386
6
0
09 Mar 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion
Yufan Zhou
Haoyu Shen
Huan Wang
DiffM
774
7
0
08 Feb 2025
Leapfrog Latent Consistency Model (LLCM) for Medical Images Generation
Leapfrog Latent Consistency Model (LLCM) for Medical Images GenerationIEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2024
Lakshmikar R. Polamreddy
Kalyan Roy
Sheng-Han Yueh
Deepshikha Mahato
Shilpa Kuppili
Jialu Li
Youshan Zhang
MedIm
436
3
0
22 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image
  Synthesis
Token Merging for Training-Free Semantic Binding in Text-to-Image SynthesisNeural Information Processing Systems (NeurIPS), 2024
Taihang Hu
Linxuan Li
Joost van de Weijer
Hongcheng Gao
Fahad Shahbaz Khan
Zhiqiang Wang
Ming-Ming Cheng
Kai Wang
Yaxing Wang
DiffM
445
29
0
11 Nov 2024
Training-free Regional Prompting for Diffusion Transformers
Training-free Regional Prompting for Diffusion Transformers
Anthony Chen
Jianjin Xu
Wenzhao Zheng
Gaole Dai
Yun Wang
Renrui Zhang
Haofan Wang
Shanghang Zhang
VLM
418
27
0
04 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
Arash Marioriyad
Parham Rezaei
M. Baghshah
M. Rohban
CoGe
1.0K
2
0
30 Oct 2024
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!
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
415
7
0
28 Oct 2024
Generating Intermediate Representations for Compositional Text-To-Image
  Generation
Generating Intermediate Representations for Compositional Text-To-Image Generation
Ran Galun
Sagie Benaim
247
1
0
13 Oct 2024
Semantic Score Distillation Sampling for Compositional Text-to-3D
  Generation
Semantic Score Distillation Sampling for Compositional Text-to-3D Generation
L. Yang
Zixiang Zhang
Junlin Han
Bohan Zeng
Runjia Li
Philip Torr
Wentao Zhang
402
8
0
11 Oct 2024
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models
Conghan Yue
Zhengwei Peng
Shiyan Du
Zhi Ji
Chuangjian Cai
Le Wan
Dongyu Zhang
433
0
0
02 Oct 2024
Scene Graph Disentanglement and Composition for Generalizable Complex
  Image Generation
Scene Graph Disentanglement and Composition for Generalizable Complex Image GenerationNeural Information Processing Systems (NeurIPS), 2024
Yunnan Wang
Ziqiang Li
Zequn Zhang
Wenyao Zhang
Baao Xie
Xihui Liu
Wenjun Zeng
Xin Jin
CoGeDiffM
209
7
0
01 Oct 2024
Generation of Complex 3D Human Motion by Temporal and Spatial
  Composition of Diffusion Models
Generation of Complex 3D Human Motion by Temporal and Spatial Composition of Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Lorenzo Mandelli
Stefano Berretti
DiffM
277
4
0
18 Sep 2024
ABHINAW: A method for Automatic Evaluation of Typography within
  AI-Generated Images
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images
Abhinaw Jagtap
Nachiket Tapas
R. G. Brajesh
EGVM
313
0
0
18 Sep 2024
Draw Like an Artist: Complex Scene Generation with Diffusion Model via
  Composition, Painting, and Retouching
Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching
Minghao Liu
Le Zhang
Yingjie Tian
Xiaochao Qu
Luoqi Liu
Ting Liu
DiffMCoGe
345
7
0
25 Aug 2024
Optimizing Vision Transformers with Data-Free Knowledge Transfer
Optimizing Vision Transformers with Data-Free Knowledge Transfer
Gousia Habib
Damandeep Singh
I. Malik
Brejesh Lall
227
2
0
12 Aug 2024
DiffusionPID: Interpreting Diffusion via Partial Information
  Decomposition
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
429
15
0
07 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise
  Optimization
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise OptimizationNeural Information Processing Systems (NeurIPS), 2024
L. Eyring
Shyamgopal Karthik
Karsten Roth
Alexey Dosovitskiy
Zeynep Akata
397
91
0
06 Jun 2024
VideoTetris: Towards Compositional Text-to-Video Generation
VideoTetris: Towards Compositional Text-to-Video GenerationNeural Information Processing Systems (NeurIPS), 2024
Ye Tian
Ling Yang
Haotian Yang
Yuan Gao
Yufan Deng
...
Zhaochen Yu
Xin Tao
Pengfei Wan
Di Zhang
Bin Cui
DiffMVGen
301
50
0
06 Jun 2024
Improving Text Generation on Images with Synthetic Captions
Improving Text Generation on Images with Synthetic Captions
Jun Young Koh
Sang Hyun Park
Joy Song
DiffM
403
4
0
01 Jun 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization
Junjie Shentu
Matthew Watson
Noura Al Moubayed
DiffM
460
4
0
28 May 2024
Enhancing Prompt Following with Visual Control Through Training-Free
  Mask-Guided Diffusion
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion
Hongyu Chen
Yi-Meng Gao
Min Zhou
Peng Wang
Xubin Li
Bangyu Xiang
Bo Zheng
DiffM
219
7
0
23 Apr 2024
Towards Better Text-to-Image Generation Alignment via Attention
  Modulation
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
384
10
0
22 Apr 2024
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
Tianyi Liang
Jiangqi Liu
Sicheng Song
Shiqi Jiang
Yifei Huang
Changbo Wang
Chenhui Li
666
1
0
18 Apr 2024
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion
  Guidance
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance
Dazhong Shen
Guanglu Song
Zeyue Xue
Fu-Yun Wang
Yu Liu
DiffM
271
48
0
08 Apr 2024
CPR: Retrieval Augmented Generation for Copyright Protection
CPR: Retrieval Augmented Generation for Copyright Protection
Aditya Golatkar
Alessandro Achille
Luca Zancato
Yu-Xiang Wang
Ashwin Swaminathan
Stefano Soatto
DiffM
430
27
0
27 Mar 2024
Attention Calibration for Disentangled Text-to-Image Personalization
Attention Calibration for Disentangled Text-to-Image Personalization
Yanbing Zhang
Mengping Yang
Qin Zhou
Zhe Wang
418
35
0
27 Mar 2024
AID: Attention Interpolation of Text-to-Image Diffusion
AID: Attention Interpolation of Text-to-Image Diffusion
Qiyuan He
Jinghao Wang
Ziwei Liu
Angela Yao
DiffM
460
26
0
26 Mar 2024
Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute
  Editing
Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing
Hangeol Chang
Jinho Chang
Jong Chul Ye
DiffM
443
3
0
20 Mar 2024
Referee Can Play: An Alternative Approach to Conditional Generation via
  Model Inversion
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion
Xuantong Liu
Tianyang Hu
Wei Cao
Kenji Kawaguchi
Xingtai Lv
DiffM
281
5
0
26 Feb 2024
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image
  Diffusion Models
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
337
15
0
20 Feb 2024
Textual Localization: Decomposing Multi-concept Images for
  Subject-Driven Text-to-Image Generation
Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation
Junjie Shentu
Matthew Watson
Noura Al Moubayed
248
1
0
15 Feb 2024
Latent Inversion with Timestep-aware Sampling for Training-free
  Non-rigid Editing
Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing
Yunji Jung
Seokju Lee
Tair Djanibekov
Hyunjung Shim
Jongchul Ye
255
1
0
13 Feb 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and
  Generating with Multimodal LLMs
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMsInternational Conference on Machine Learning (ICML), 2024
Ling Yang
Zhaochen Yu
Chenlin Meng
Minkai Xu
Stefano Ermon
Tengjiao Wang
CoGeDiffM
621
220
0
22 Jan 2024
12
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