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LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis
v1v2v3 (latest)

LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis

21 November 2023
Peiang Zhao
Han Li
Ruiyang Jin
S. Kevin Zhou
    DiffM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis"

19 / 19 papers shown
Title
MALeR: Improving Compositional Fidelity in Layout-Guided Generation
MALeR: Improving Compositional Fidelity in Layout-Guided Generation
Shivank Saxena
D. Srivastava
Makarand Tapaswi
DiffM
126
0
0
08 Nov 2025
CO3: Contrasting Concepts Compose Better
CO3: Contrasting Concepts Compose Better
Debottam Dutta
Jianchong Chen
Rajalaxmi Rajagopalan
Yu-Lin Wei
Romit Roy Choudhury
DiffM
111
0
0
30 Sep 2025
YOLO-Count: Differentiable Object Counting for Text-to-Image Generation
YOLO-Count: Differentiable Object Counting for Text-to-Image Generation
Guanning Zeng
Xiang Zhang
Zirui Wang
Haiyang Xu
Zeyuan Chen
Bingnan Li
Zhuowen Tu
154
5
0
01 Aug 2025
Detail++: Training-Free Detail Enhancer for Text-to-Image Diffusion Models
Detail++: Training-Free Detail Enhancer for Text-to-Image Diffusion Models
L. Chen
Jiner Wang
Zihao Pan
B. Zhu
Xiaofeng Yang
Chi Zhang
DiffM
168
1
0
23 Jul 2025
HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation
HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation
Hang Wang
Zhi-Qi Cheng
Chenhao Lin
Chao Shen
Lei Zhang
DiffM
394
1
0
10 May 2025
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
Oucheng Huang
Yuhang Ma
Zeng Zhao
Mingrui Wu
Jinfa Huang
Rongsheng Zhang
Zhibo Hu
Xiaoshuai Sun
Rongrong Ji
273
2
0
22 Mar 2025
Multitwine: Multi-Object Compositing with Text and Layout Control
Multitwine: Multi-Object Compositing with Text and Layout ControlComputer Vision and Pattern Recognition (CVPR), 2025
Gemma Canet Tarrés
Zhe Lin
Zhifei Zhang
Chentao Song
Andrew Gilbert
John Collomosse
Seunggeun Kim
DiffMSyDa
188
6
0
07 Feb 2025
Training-Free Layout-to-Image Generation with Marginal Attention Constraints
Training-Free Layout-to-Image Generation with Marginal Attention Constraints
Huancheng Chen
Jingtao Li
Weiming Zhuang
H. Vikalo
Lingjuan Lyu
DiffM
386
2
0
15 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
358
20
0
11 Nov 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image
  Generation
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image GenerationNeural Information Processing Systems (NeurIPS), 2024
Bo Cheng
Yuhang Ma
Xiaoyu Wu
Shanyuan Liu
Ao Ma
Xiaoyu Wu
Dawei Leng
Yuhui Yin
DiffM
199
33
0
18 Oct 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models,
  Datasets, Challenges, and Future Prospects
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future ProspectsIEEE Access (IEEE Access), 2024
Awal Ahmed Fime
Saifuddin Mahmud
Arpita Das
Md. Sunzidul Islam
Hong-Hoon Kim
VGen3DV
251
2
0
14 Sep 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
217
35
0
08 Apr 2024
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image
  Generation
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation
Omer Dahary
Or Patashnik
Kfir Aberman
Daniel Cohen-Or
DiffM
224
49
0
25 Mar 2024
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization
Guopeng Li
Ming Qian
Gui-Song Xia
217
38
0
21 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost
ReGround: Improving Textual and Spatial Grounding at No Cost
Yuseung Lee
Minhyuk Sung
DiffM
358
4
0
20 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey
Controllable Generation with Text-to-Image Diffusion Models: A Survey
Pu Cao
Feng Zhou
Qing-Huang Song
Pu Cao
267
69
0
07 Mar 2024
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content SeparationComputer Vision and Pattern Recognition (CVPR), 2023
Moayed Haji-Ali
Guha Balakrishnan
Vicente Ordonez
522
37
0
30 Nov 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis
Counting Guidance for High Fidelity Text-to-Image SynthesisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Wonjune Kang
Kevin Galim
H. Koo
Nam Ik Cho
DiffM
330
19
0
30 Jun 2023
Semantic Image Synthesis via Diffusion Models
Semantic Image Synthesis via Diffusion Models
Weilun Wang
Weilun Wang
Wen-gang Zhou
Dongdong Chen
Dong Chen
Lu Yuan
Houqiang Li
DiffM
733
200
0
30 Jun 2022
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