Papers Layout Design
“Layout Design” 태그가 달린 논문 65편 · 필터 해제
Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation
Time consumption and the complexity of manual layout design make automated layout generation a critical task, especially for multiple applications across different mobile devices. Existing graph-based layout generation a…
Layout DesignLayout GenerationEvaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models
The rapid advancement of large vision-language models (LVLMs) has significantly propelled applications in document understanding, particularly in optical character recognition (OCR) and multilingual translation. However,…
document understandingLayout DesignOptical Character RecognitionOptical Character Recognition (OCR)+1Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization
Overcrowding in emergency departments (ED) is a persistent problem exacerbated by population growth, emergence of pandemics, and increased morbidity and mortality rates. Thus, automated approaches for ED layout design ha…
Decision MakingLayout DesignMetaheuristic OptimizationComputer-Aided Layout Generation for Building Design: A Review
Generating realistic building layouts for automatic building design has been studied in both the computer vision and architecture domains. Traditional approaches from the architecture domain, which are based on optimizat…
Layout DesignLayout GenerationA Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation
We propose a UNet-based foundation model and its self-supervised learning method to address two key challenges: 1) lack of qualified annotated analog layout data, and 2) excessive variety in analog layout design tasks. F…
General KnowledgeLayout DesignSelf-Supervised LearningAesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models
Visual layouts are essential in graphic design fields such as advertising, posters, and web interfaces. The application of generative models for content-aware layout generation has recently gained traction. However, thes…
Large Language ModelLayout DesignLayout GenerationIlluminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation
Space layout design (SLD), occurring in the early stages of the design process, nonetheless influences both the functionality and aesthetics of the ultimate architectural outcome. The complexity of SLD necessitates innov…
Deep Reinforcement LearningLayout DesignLayout GenerationOpenAI Gym+1Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications
This paper presents SOLOMON, a novel Neuro-inspired Large Language Model (LLM) Reasoning Network architecture that enhances the adaptability of foundation models for domain-specific applications. Through a case study in …
In-Context LearningLanguage ModelingLanguage ModellingLarge Language Model+3Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model
Flexibility in the AI-based residential layout design remains a significant challenge, as traditional methods like rule-based heuristics and graph-based generation often lack flexibility and require substantial design kn…
DiversityLayout DesignLayout GenerationGenerative AI for Cel-Animation: A Survey
Traditional Celluloid (Cel) Animation production pipeline encompasses multiple essential steps, including storyboarding, layout design, keyframe animation, inbetweening, and colorization, which demand substantial manual …
ColorizationLayout DesignSurveyHouseLLM: LLM-Assisted Two-Phase Text-to-Floorplan Generation
This paper proposes a two-phase text-to-floorplan generation method, which guides a Large Language Model (LLM) to generate an initial layout (Layout-LLM) and refines them into the final floorplans through conditional dif…
Language ModelingLanguage ModellingLarge Language ModelLayout DesignGLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts
Text logo design heavily relies on the creativity and expertise of professional designers, in which arranging element layouts is one of the most important procedures. However, few attention has been paid to this specific…
Layout DesignLayout 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+1SE-VGAE: Unsupervised Disentangled Representation Learning for Interpretable Architectural Layout Design Graph Generation
Despite the suitability of graphs for capturing the relational structures inherent in architectural layout designs, there is a notable dearth of research on interpreting architectural design space using graph-based repre…
DecoderDisentanglementGraph GenerationLayout Design+1Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach
Websites are critical in today's digital world, with over 1.11 billion currently active and approximately 252,000 new sites launched daily. Converting website layout design into functional UI code is a time-consuming yet…
Layout DesignLLplace: 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+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 GenerationLarge Language Model (LLM) for Standard Cell Layout Design Optimization
Standard cells are essential components of modern digital circuit designs. With process technologies advancing toward 2nm, more routability issues have arisen due to the decreasing number of routing tracks, increasing nu…
Language ModelingLanguage ModellingLarge Language ModelLayout DesignCoLay: 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 GenerationPosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation
Visual layout plays a critical role in graphic design fields such as advertising, posters, and web UI design. The recent trend towards content-aware layout generation through generative models has shown promise, yet it o…
Layout DesignLayout Generation