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2208.08037
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LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Computer Vision and Pattern Recognition (CVPR), 2022
17 August 2022
Zhaoyun Jiang
Jiaqi Guo
Shizhao Sun
Huayu Deng
Zhongkai Wu
V. Mijović
Z. Yang
Jian-Guang Lou
Dongmei Zhang
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Papers citing
"LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction"
35 / 35 papers shown
SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts
Shun Inadumi
Shohei Tanaka
Tosho Hirasawa
Atsushi Hashimoto
Koichiro Yoshino
Yoshitaka Ushiku
131
0
0
27 Nov 2025
Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation
Riccardo Brioschi
Aleksandr Alekseev
Emanuele Nevali
Berkay Döner
Omar El Malki
...
Mark Collier
Andrii Maksai
Jesse Berent
C. Musat
Efi Kokiopoulou
3DV
235
1
0
31 Oct 2025
OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning
Hengrui Kang
Zhuangcheng Gu
Zhiyuan Zhao
Zichen Wen
Bin Wang
W. Li
Conghui He
369
0
0
30 Oct 2025
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
Qin Chen
Yuanyi Ren
Xiaojun Ma
Mugeng Liu
Han Shi
Dongmei Zhang
LMTD
VLM
199
1
0
09 Sep 2025
LayoutRectifier: An Optimization-based Post-processing for Graphic Design Layout Generation
I-Chao Shen
Ariel Shamir
Takeo Igarashi
272
4
0
15 Aug 2025
CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation
Zhao Zhang
Yutao Cheng
Dexiang Hong
Maoke Yang
Gonglei Shi
Lei Ma
H. Zhang
Jie Shao
Xinglong Wu
DiffM
408
11
0
12 Jun 2025
LayoutRAG: Retrieval-Augmented Model for Content-agnostic Conditional Layout Generation
Yuxuan Wu
Le Wang
Sanping Zhou
Mengnan Liu
Gang Hua
Haoxiang Li
DiffM
312
3
0
03 Jun 2025
Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation
Jiongchao Jin
Shengchu Zhao
Dajun Chen
Wei Jiang
Yong Li
325
0
0
26 May 2025
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers
Divyansh Srivastava
Xiang Zhang
He Wen
Chenru Wen
Zhuowen Tu
DiffM
367
6
0
07 May 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents
Dayeon Ki
Wanrong Zhu
Marine Carpuat
Gang Wu
Puneet Mathur
Viswanathan Swaminathan
LLMAG
LM&Ro
299
1
0
15 Apr 2025
Relation-Rich Visual Document Generator for Visual Information Extraction
Computer Vision and Pattern Recognition (CVPR), 2025
Zi-Han Jiang
Chien-Wei Lin
Wei-Hua Li
Hsuan-Tung Liu
Yi-Ren Yeh
Chu-Song Chen
301
3
0
14 Apr 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Computer Vision and Pattern Recognition (CVPR), 2025
Yifan Pu
Yiming Zhao
Zhicong Tang
Ruihong Yin
Haoxing Ye
...
Ji Li
Xiu Li
Zheng Lian
Gao Huang
Baining Guo
DiffM
492
25
0
25 Feb 2025
Smaller But Better: Unifying Layout Generation with Smaller Large Language Models
International Journal of Computer Vision (IJCV), 2025
Peirong Zhang
Jiaxin Zhang
Jiahuan Cao
Hongliang Li
Lianwen Jin
180
4
0
21 Feb 2025
GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts
Junwen He
Yifan Wang
Lijun Wang
Huchuan Lu
Jun-Yan He
Chong Li
Hanyuan Chen
Jin-Peng Lan
Bin Luo
Yifeng Geng
386
2
0
18 Nov 2024
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception
Zhiyuan Zhao
Hengrui Kang
Bin Wang
Bin Wang
189
67
0
16 Oct 2024
TextLap: Customizing Language Models for Text-to-Layout Planning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Jian Chen
Ruiyi Zhang
Jiuxiang Gu
Jennifer Healey
J. Gu
Zhiqiang Xu
Chong Chen
VLM
329
7
0
09 Oct 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model
European Conference on Computer Vision (ECCV), 2024
Shoma Iwai
Atsuki Osanai
Shunsuke Kitada
S. Omachi
3DV
264
8
0
25 Sep 2024
SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters
British Machine Vision Conference (BMVC), 2024
Shohei Tanaka
Hao Wang
Yoshitaka Ushiku
210
13
0
29 Jul 2024
CGB-DM: Content and Graphic Balance Layout Generation with Transformer-based Diffusion Model
Yunshui Li
Yifan Chen
Gongye Liu
Jie Wu
Yujiu Yang
DiffM
184
0
0
21 Jul 2024
Visual Text Generation in the Wild
Yuanzhi Zhu
Jiawei Liu
Feiyu Gao
Wenyu Liu
Xinggang Wang
Peng Wang
Fei Huang
Cong Yao
Zhibo Yang
DiffM
282
18
0
19 Jul 2024
LTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation
Mayu Otani
Naoto Inoue
Kotaro Kikuchi
Riku Togashi
3DV
258
11
0
17 Jul 2024
COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation
Liu He
Daniel G. Aliaga
AI4TS
263
14
0
16 Jul 2024
DocSynthv2: A Practical Autoregressive Modeling for Document Generation
Sanket Biswas
R. Jain
Vlad I. Morariu
Jiuxiang Gu
Puneet Mathur
Curtis Wigington
Tong Sun
Josep Lladós
241
4
0
12 Jun 2024
OpenCOLE: Towards Reproducible Automatic Graphic Design Generation
Naoto Inoue
Kento Masui
Wataru Shimoda
Kota Yamaguchi
284
33
0
12 Jun 2024
PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM
Tao Yang
Yingmin Luo
Chen Ma
Yang Wu
Ying Shan
Chang Wen Chen
3DV
MLLM
279
39
0
05 Jun 2024
Graphic Design with Large Multimodal Model
Yutao Cheng
Zhao Zhang
Maoke Yang
Hui Nie
Chunyuan Li
Xinglong Wu
Jie Shao
418
37
0
22 Apr 2024
PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation
Jaejung Seol
Seojun Kim
Jaejun Yoo
3DV
VLM
340
39
0
01 Apr 2024
LayoutFlow: Flow Matching for Layout Generation
Julian Jorge Andrade Guerreiro
Naoto Inoue
Kento Masui
Mayu Otani
Hideki Nakayama
DiffM
345
24
0
27 Mar 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI
Yuwen Lu
Yuewen Yang
Qinyi Zhao
Chengzhi Zhang
Toby Jia-Jun Li
436
41
0
08 Feb 2024
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
Jian Chen
Ruiyi Zhang
Jiuxiang Gu
Rajiv Jain
Zhiqiang Xu
Ryan Rossi
Changyou Chen
DiffM
286
31
0
07 Feb 2024
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models
Bicheng Xu
Qi Yan
Renjie Liao
Lele Wang
Leonid Sigal
DiffM
473
3
0
02 Jan 2024
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
Computer Vision and Pattern Recognition (CVPR), 2023
Daichi Horita
Naoto Inoue
Kotaro Kikuchi
Kota Yamaguchi
Kiyoharu Aizawa
3DV
512
47
0
22 Nov 2023
Towards Diverse and Consistent Typography Generation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Wataru Shimoda
Daichi Haraguchi
Seiichi Uchida
Kota Yamaguchi
322
13
0
05 Sep 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
IEEE International Conference on Computer Vision (ICCV), 2023
Junyi Zhang
Jiaqi Guo
Shizhao Sun
Jian-Guang Lou
Dongmei Zhang
DiffM
338
56
0
21 Mar 2023
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer
European Conference on Computer Vision (ECCV), 2022
Ning Yu
Chia-Chih Chen
Zeyuan Chen
Rui Meng
Ganglu Wu
P. Josel
Juan Carlos Niebles
Caiming Xiong
Ran Xu
ViT
DiffM
341
18
0
19 Dec 2022
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