Layoutnuwa: Revealing the hidden layout expertise of large language models

Z Tang, C Wu, J Li, N Duan - ar** with diffusion models
J Wei, AL Courbis, T Lambolais, B Xu… - 2023 IEEE 31st …, 2023 - ieeexplore.ieee.org
GUI (graphical user interface) prototy** is a widely-used technique in requirements
engineering for gathering and refining requirements, reducing development risks and …

Relation-aware diffusion model for controllable poster layout generation

F Li, A Liu, W Feng, H Zhu, Y Li, Z Zhang, J Lv… - Proceedings of the …, 2023 - dl.acm.org
Poster layout is a crucial aspect of poster design. Prior methods primarily focus on the
correlation between visual content and graphic elements. However, a pleasant layout …

Towards aligned layout generation via diffusion model with aesthetic constraints

J Chen, R Zhang, Y Zhou, R Jain, Z Xu, R Rossi… - arxiv preprint arxiv …, 2024 - arxiv.org
Controllable layout generation refers to the process of creating a plausible visual
arrangement of elements within a graphic design (eg, document and web designs) with …

Doclayout-yolo: Enhancing document layout analysis through diverse synthetic data and global-to-local adaptive perception

Z Zhao, H Kang, B Wang, C He - arxiv preprint arxiv:2410.12628, 2024 - arxiv.org
Document Layout Analysis is crucial for real-world document understanding systems, but it
encounters a challenging trade-off between speed and accuracy: multimodal methods …

SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters

H Wang, S Tanaka, Y Ushiku - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Scientific posters are used to present the contributions of scientific papers effectively in a
graphical format. However creating a well-designed poster that efficiently summarizes the …

Learnable diffusion-based amplitude feature augmentation for object tracking in intelligent vehicles

Z Zhang, W Xue, Q Liu, K Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Data augmentation is an effective approach to enhance generalization of object tracking
models, which has been widely applied into intelligent transportation to handle the …