Papers Layout Generation
“Layout Generation” 태그가 달린 논문 148편 · 필터 해제
Spatial Diffusion for Cell Layout Generation
Generative models, such as GANs and diffusion models, have been used to augment training sets and boost performances in different tasks. We focus on generative models for cell detection instead, i.e., locating and classi…
Cell DetectionLayout GenerationUniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
This paper presents UniPortrait, an innovative human image personalization framework that unifies single- and multi-ID customization with high face fidelity, extensive facial editability, free-form input description, and…
Layout GenerationChat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM
Automatic furniture layout is long desired for convenient interior design. Leveraging the remarkable visual reasoning capabilities of multimodal large language models (MLLMs), recent methods address layout generation in …
In-Context LearningLayout DesignLayout GenerationVisual Prompting+1SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posters
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 core of a paper is both labor-inte…
Layout GenerationLayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer
Layout generation is a foundation task of graphic design, which requires the integration of visual aesthetics and harmonious expression of content delivery. However, existing methods still face challenges in generating p…
BlockingLayout GenerationLTSim: Layout Transportation-based Similarity Measure for Evaluating Layout Generation
We introduce a layout similarity measure designed to evaluate the results of layout generation. While several similarity measures have been proposed in prior research, there has been a lack of comprehensive discussion ab…
Layout GenerationUrbanWorld: An Urban World Model for 3D City Generation
Cities, as the essential environment of human life, encompass diverse physical elements such as buildings, roads and vegetation, which continuously interact with dynamic entities like people and vehicles. Crafting realis…
Decision MakingLanguage ModellingLarge Language ModelLayout Generation+1COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation
The generation of large-scale urban layouts has garnered substantial interest across various disciplines. Prior methods have utilized procedural generation requiring manual rule coding or deep learning needing abundant d…
Layout GenerationLayout-and-Retouch: A Dual-stage Framework for Improving Diversity in Personalized Image Generation
Personalized text-to-image (P-T2I) generation aims to create new, text-guided images featuring the personalized subject with a few reference images. However, balancing the trade-off relationship between prompt fidelity a…
DiversityImage GenerationLayout GenerationPersonalized Image GenerationA Novel Framework for Automated Warehouse Layout Generation
Optimizing warehouse layouts is crucial due to its significant impact on efficiency and productivity. We present an AI-driven framework for automated warehouse layout generation. This framework employs constrained beam s…
Layout GenerationDocSynthv2: A Practical Autoregressive Modeling for Document Generation
While the generation of document layouts has been extensively explored, comprehensive document generation encompassing both layout and content presents a more complex challenge. This paper delves into this advanced domai…
Layout GenerationCityCraft: A Real Crafter for 3D City Generation
City scene generation has gained significant attention in autonomous driving, smart city development, and traffic simulation. It helps enhance infrastructure planning and monitoring solutions. Existing methods have emplo…
Autonomous DrivingDiversityLanguage ModellingLarge Language Model+3LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model
Designing 3D indoor layouts is a crucial task with significant applications in virtual reality, interior design, and automated space planning. Existing methods for 3D layout design either rely on diffusion models, which …
Language ModelingLanguage ModellingLarge Language ModelLayout Design+2PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM
Layout generation is the keystone in achieving automated graphic design, requiring arranging the position and size of various multi-modal design elements in a visually pleasing and constraint-following manner. Previous a…
Language ModellingLarge Language ModelLayout GenerationLayout Agnostic Scene Text Image Synthesis with Diffusion Models
While diffusion models have significantly advanced the quality of image generation their capability to accurately and coherently render text within these images remains a substantial challenge. Conventional diffusion-bas…
DiversityImage GenerationInstance SegmentationLayout Generation+2Revision Matters: Generative Design Guided by Revision Edits
Layout design, such as user interface or graphical layout in general, is fundamentally an iterative revision process. Through revising a design repeatedly, the designer converges on an ideal layout. In this paper, we inv…
Layout DesignLayout GenerationPhysics-based Scene Layout Generation from Human Motion
Creating scenes for captured motions that achieve realistic human-scene interaction is crucial for 3D animation in movies or video games. As character motion is often captured in a blue-screened studio without real furni…
Layout GenerationCoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion
Layout design generation has recently gained significant attention due to its potential applications in various fields, including UI, graphic, and floor plan design. However, existing models face two main challenges that…
Layout DesignLayout GenerationLayout Generation Agents with Large Language Models
In recent years, there has been an increasing demand for customizable 3D virtual spaces. Due to the significant human effort required to create these virtual spaces, there is a need for efficiency in virtual space creati…
Language ModelingLanguage ModellingLarge Language ModelLayout Generation+1Graphic Design with Large Multimodal Model
In the field of graphic design, automating the integration of design elements into a cohesive multi-layered artwork not only boosts productivity but also paves the way for the democratization of graphic design. One exist…
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