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Content-aware generative modeling of graphic design layouts

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470689646openalex-snapshot

Text Mining

inferredcites →https://doi.org/10.1007/978-3-319-46454-1_36openalex-snapshot

Generative Visual Manipulation on the Natural Image Manifold

inferredcites →https://doi.org/10.1007/s10032-004-0135-2openalex-snapshot

The UvA color document dataset

inferredcites →https://doi.org/10.1007/s11263-013-0669-1openalex-snapshot

The Shape Boltzmann Machine: A Strong Model of Object Shape

inferredcites →https://doi.org/10.1109/cvpr.2015.7298801openalex-snapshot

3D ShapeNets: A deep representation for volumetric shapes

inferredcites →https://doi.org/10.1109/cvpr.2015.7298965openalex-snapshot

Fully convolutional networks for semantic segmentation

inferredcites →https://doi.org/10.1109/cvpr.2017.632openalex-snapshot

Image-to-Image Translation with Conditional Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2018.00240openalex-snapshot

Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/iccv.2017.304openalex-snapshot

Least Squares Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/icdar.2009.271openalex-snapshot

A Realistic Dataset for Performance Evaluation of Document Layout Analysis

inferredcites →https://doi.org/10.1109/tvcg.2014.48openalex-snapshot

Learning Layouts for Single-PageGraphic Designs

inferredcites →https://doi.org/10.1145/1201775.882353openalex-snapshot

Adaptive grid-based document layout

inferredcites →https://doi.org/10.1145/1378773.1378787openalex-snapshot

Adaptive layout for dynamically aggregated documents

inferredcites →https://doi.org/10.1145/1600193.1600217openalex-snapshot

Review of automatic document formatting

inferredcites →https://doi.org/10.1145/1978942.1979262openalex-snapshot

Bricolage

inferredcites →https://doi.org/10.1145/2034691.2034695openalex-snapshot

Probabilistic document model for automated document composition

inferredcites →https://doi.org/10.1145/2366145.2366160openalex-snapshot

Automatic stylistic manga layout

inferredcites →https://doi.org/10.1145/2601097.2601183openalex-snapshot

Look over here

inferredcites →https://doi.org/10.1145/2702123.2702149openalex-snapshot

DesignScape

inferredcites →https://doi.org/10.1145/2818709openalex-snapshot

Automatic Generation of Visual-Textual Presentation Layout

inferredcites →https://doi.org/10.1145/2901790.2901817openalex-snapshot

Sketchplore

inferredcites →https://doi.org/10.1145/290941.291025openalex-snapshot

The use of MMR, diversity-based reranking for reordering documents and producing summaries

inferredcites →https://doi.org/10.1145/2980179.2982422openalex-snapshot

Directing user attention via visual flow on web designs

inferredcites →https://doi.org/10.1145/3072959.3073637openalex-snapshot

GRASS

inferredcites →https://doi.org/10.1145/3126594.3126653openalex-snapshot

Learning Visual Importance for Graphic Designs and Data Visualizations

inferredcites →https://doi.org/10.1145/3130348.3130369openalex-snapshot

The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries

inferredcites →https://doi.org/10.1145/3197517.3201355openalex-snapshot

What characterizes personalities of graphic designs?

inferredcites →https://doi.org/10.1145/3272127.3275065openalex-snapshot

FrankenGAN

inferredcites →https://doi.org/10.1145/882262.882353openalex-snapshot

Adaptive grid-based document layout

inferredcites →https://doi.org/10.1162/neco.2006.18.7.1527openalex-snapshot

A Fast Learning Algorithm for Deep Belief Nets

inferredcites →https://doi.org/10.3156/jsoft.29.5_177_2openalex-snapshot

GAN（Generative Adversarial Nets）

inferredcites →https://doi.org/10.4230/oasics.dx.2026.15openalex-snapshot

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)

inferredcites →https://doi.org/10.48550/arxiv.1312.6114openalex-snapshot

Auto-Encoding Variational Bayes

inferredcites →https://doi.org/10.48550/arxiv.1401.4082openalex-snapshot

Stochastic Backpropagation and Approximate Inference in Deep Generative Models

inferredcites →https://doi.org/10.48550/arxiv.1511.06434openalex-snapshot

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1605.09782openalex-snapshot

Adversarial Feature Learning

inferredcites →https://doi.org/10.48550/arxiv.1606.00704openalex-snapshot

Adversarially Learned Inference

inferredcites →https://doi.org/10.48550/arxiv.1901.06767openalex-snapshot

LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators

inferredcites →https://doi.org/10.5281/zenodo.807637openalex-snapshot

Neural Photo Editing With Introspective Adversarial Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Element-Conditioned Gan for Graphic Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-030-58580-8_29openalex-snapshot

Neural Design Network: Graphic Layout Generation with Constraints

inferred← citeshttps://doi.org/10.1007/978-3-030-73426-8_21openalex-snapshot

Evolutionary Typesetting: An Automatic Approach Towards the Generation of Typographic Posters from Tweets

inferred← citeshttps://doi.org/10.1007/978-3-030-86159-9_38openalex-snapshot

Graph-Based Deep Generative Modelling for Document Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-030-86331-9_12openalex-snapshot

LSTMVAEF: Vivid Layout via LSTM-Based Variational Autoencoder Framework

inferred← citeshttps://doi.org/10.1007/978-3-030-86334-0_2openalex-snapshot

Deep Learning for Document Layout Generation: A First Reproducible Quantitative Evaluation and a Baseline Model

inferred← citeshttps://doi.org/10.1007/978-3-030-86334-0_36openalex-snapshot

DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis

inferred← citeshttps://doi.org/10.1007/978-3-031-03789-4_11openalex-snapshot

EvoDesigner: Towards Aiding Creativity in Graphic Design

inferred← citeshttps://doi.org/10.1007/978-3-031-19790-1_29openalex-snapshot

BLT: Bidirectional Layout Transformer for Controllable Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-41498-5_4openalex-snapshot

Using GANs for Domain Adaptive High Resolution Synthetic Document Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-41676-7_21openalex-snapshot

Diffusion-Based Document Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-46308-2_16openalex-snapshot

DensityLayout: Density-Conditioned Layout GAN for Visual-Textual Presentation Designs

inferred← citeshttps://doi.org/10.1007/978-3-031-70549-6_9openalex-snapshot

Controllable Text Layout Generation For Synthesizing Scene Text Image

inferred← citeshttps://doi.org/10.1007/978-3-031-72624-8_1openalex-snapshot

COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-72661-3_10openalex-snapshot

LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer

inferred← citeshttps://doi.org/10.1007/978-3-031-72983-6_19openalex-snapshot

Dolfin: Diffusion Layout Transformers Without Autoencoder

inferred← citeshttps://doi.org/10.1007/978-3-031-73007-8_26openalex-snapshot

PosterLlama: Bridging Design Ability of Language Model to Content-Aware Layout Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-73242-3_4openalex-snapshot

WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation

inferred← citeshttps://doi.org/10.1007/978-3-031-92808-6_3openalex-snapshot

Alfie: Democratising RGBA Image Generation with No $$$

inferred← citeshttps://doi.org/10.1007/978-3-032-19160-1_7openalex-snapshot

Learning to Design Interfaces: GUI Generation Using GAN

inferred← citeshttps://doi.org/10.1007/978-3-032-37232-1_35openalex-snapshot

i-Design: Step-by-Step Graphic Layout Design with Progressive Aesthetic Policy Optimization

inferred← citeshttps://doi.org/10.1007/978-981-16-1092-9_18openalex-snapshot

Dynamic User Interface Composition

inferred← citeshttps://doi.org/10.1007/978-981-96-5507-6_17openalex-snapshot

Graphic Advocacy: Unveiling the Impact of Design on Environmental Communication and Sustainability

inferred← citeshttps://doi.org/10.1007/978-981-97-2092-7_7openalex-snapshot

GTLayout: Learning General Trees for Structured Grid Layout Generation

inferred← citeshttps://doi.org/10.1007/s00530-025-01928-wopenalex-snapshot

Enhancing graphic design through deep graph convolution and skill optimization: the DGC-RSA approach

inferred← citeshttps://doi.org/10.1007/s11042-022-13325-wopenalex-snapshot

Banner layout retargeting with hierarchical reinforcement learning and variational autoencoder

inferred← citeshttps://doi.org/10.1007/s11042-022-14138-7openalex-snapshot

Smartbanner: intelligent banner design framework that strikes a balance between creative freedom and design rules

inferred← citeshttps://doi.org/10.1007/s11227-021-04157-wopenalex-snapshot

RETRACTED ARTICLE: Simulation of cross-modal image-text retrieval algorithm under convolutional neural network structure and hash method

inferred← citeshttps://doi.org/10.1007/s11263-024-02030-wopenalex-snapshot

UrbanEvolver: Function-Aware Urban Layout Regeneration

inferred← citeshttps://doi.org/10.1007/s11263-025-02353-2openalex-snapshot

Smaller But Better: Unifying Layout Generation with Smaller Large Language Models

inferred← citeshttps://doi.org/10.1007/s12008-023-01723-9openalex-snapshot

The interactive embodiment of aesthetics combined with visual object recognition algorithm in graphic design in the field of artificial intelligence

inferred← citeshttps://doi.org/10.1007/s13042-024-02355-5openalex-snapshot

Self-refined variational transformer for image-conditioned layout generation

inferred← citeshttps://doi.org/10.1007/s42979-023-01672-wopenalex-snapshot

Dynamic User Interface Composition

inferred← citeshttps://doi.org/10.1007/s44267-023-00010-1openalex-snapshot

Reverse-engineering information presentations: recovering hierarchical grouping from layouts of visual elements

inferred← citeshttps://doi.org/10.1016/j.aei.2024.102885openalex-snapshot

Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN

inferred← citeshttps://doi.org/10.1016/j.cor.2026.107413openalex-snapshot

CORTEX-V: A cognitive reasoning toolkit for vision-based, cost-efficient layout optimization

inferred← citeshttps://doi.org/10.1016/j.displa.2023.102458openalex-snapshot

Poster graphic design with your Eyes: An approach to automatic textual layout design based on visual perception

inferred← citeshttps://doi.org/10.1016/j.displa.2025.102970openalex-snapshot

Dual discriminator GANs with multi-focus label matching for image-aware layout generation

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.123039openalex-snapshot

Cross-domain document layout analysis using document style guide

inferred← citeshttps://doi.org/10.1016/j.inffus.2023.101940openalex-snapshot

Intelligent layout generation based on deep generative models: A comprehensive survey

inferred← citeshttps://doi.org/10.1016/j.ins.2021.07.020openalex-snapshot

Document image layout analysis via explicit edge embedding network

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113072openalex-snapshot

Exploring human perception in interactive digital advertising: A Genetic-Kansei engineering approach with human-AI collaboration

inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127730openalex-snapshot

Element-conditioned GAN for graphic layout generation

inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113497openalex-snapshot

Learning priority-aware controllable poster layout generation

inferred← citeshttps://doi.org/10.1016/j.patrec.2023.01.018openalex-snapshot

Automatic generation of scientific papers for data augmentation in document layout analysis

inferred← citeshttps://doi.org/10.1016/j.visinf.2023.01.003openalex-snapshot

Towards the automation of book typesetting

inferred← citeshttps://doi.org/10.1080/00207543.2020.1859636openalex-snapshot

Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review

inferred← citeshttps://doi.org/10.1109/access.2023.3289759openalex-snapshot

Reverse Image Search for Collage: A Novel Local Feature-Based Framework

inferred← citeshttps://doi.org/10.1109/access.2023.3334640openalex-snapshot

Decoupled and Reparameterized Compound Attention-Based Light Field Depth Estimation Network

inferred← citeshttps://doi.org/10.1109/access.2024.3486161openalex-snapshot

B-RISiC: A Balanced-Region Indexing Approach for Efficient Reverse Image Search in Collages

inferred← citeshttps://doi.org/10.1109/conf-spml54095.2021.00049openalex-snapshot

The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE

inferred← citeshttps://doi.org/10.1109/cscwd61410.2024.10580676openalex-snapshot

Intelligent Graphic Layout Generation: Current Status and Future Perspectives

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00373openalex-snapshot

LayoutTransformer: Scene Layout Generation with Conceptual and Spatial Diversity

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01090openalex-snapshot

LayoutGMN: Neural Graph Matching for Structural Layout Similarity

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01343openalex-snapshot

Variational Transformer Networks for Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00247openalex-snapshot

Aesthetic Text Logo Synthesis via Content-aware Layout Inferring

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00193openalex-snapshot

Unifying Layout Generation with a Decoupled Diffusion Model

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00583openalex-snapshot

PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00975openalex-snapshot

Unsupervised Domain Adaption with Pixel-Level Discriminator for Image-Aware Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.00980openalex-snapshot

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01373openalex-snapshot

Towards Flexible Multi-modal Document Models

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01760openalex-snapshot

LayoutDM: Transformer-based Diffusion Model for Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01765openalex-snapshot

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00015openalex-snapshot

Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00881openalex-snapshot

Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.01209openalex-snapshot

Desigen: A Pipeline for Controllable Design Template Generation

inferred← citeshttps://doi.org/10.1109/cvpr52734.2025.02207openalex-snapshot

AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models

inferred← citeshttps://doi.org/10.1109/cvprf71909.2026.00449openalex-snapshot

UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation

inferred← citeshttps://doi.org/10.1109/cvprf71909.2026.00455openalex-snapshot

Harnessing Layered Graphic Designs With Real Intentions for Text-To-Design Generation

inferred← citeshttps://doi.org/10.1109/cvprw50498.2020.00280openalex-snapshot

READ: Recursive Autoencoders for Document Layout Generation

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Engineering Sketch Generation for Computer-Aided Design

inferred← citeshttps://doi.org/10.1109/dicta63115.2024.00023openalex-snapshot

DeepIcon: A Hierarchical Network for Layer-Wise Icon Vectorization

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Intelligent Advertisement Generation: Harnessing Deep Learning Techniques

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Typographic Space, Learned: A Transformer-CVAE for Designer-Grade Layouts

inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11464004openalex-snapshot

Stable Layout Image Diffusion for Content-Aware Layout Generation

inferred← citeshttps://doi.org/10.1109/iccit58132.2023.10273870openalex-snapshot

Multi-Attribute Featured Layout Generation forGraphic Design using Capsule Networks

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.00104openalex-snapshot

LayoutTransformer: Layout Generation and Completion with Self-attention

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.00543openalex-snapshot

CanvasVAE: Learning to Generate Vector Graphic Documents

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.00201openalex-snapshot

DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.00664openalex-snapshot

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

inferred← citeshttps://doi.org/10.1109/icdh72779.2026.00044openalex-snapshot

From Regulatory Text to Executable Constraints: Operationalising Compliance for Medicine Labelling

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Application of Generative Adversarial Network Algorithm on Journaling System with Comics and Cognitive-Behavioral Theory in Social-Emotional Learning for Intermediate Elementary Students: A Pilot Study

inferred← citeshttps://doi.org/10.1109/icme46284.2020.9102780openalex-snapshot

Smarttext: Learning To Generate Harmonious Textual Layout Over Natural Image

inferred← citeshttps://doi.org/10.1109/icws72778.2026.00093openalex-snapshot

Toward Generative AI as a Service for Web Design: Efficient Multi-Style Layout Generation with Meta Networks

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Synthetic Face Generation Through Eyes-to-Face Inpainting

inferred← citeshttps://doi.org/10.1109/imcom56909.2023.10035646openalex-snapshot

Machine Learning Model to Evaluate the Appropriateness of Layout for Automatic Generation of Graphic Design Works

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A Multi-Element Intelligent Flat Design Generation Framework

inferred← citeshttps://doi.org/10.1109/pacificvis52677.2021.00012openalex-snapshot

Parsing and Summarizing Infographics with Synthetically Trained Icon Detection

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ContentDM: A Layout Diffusion Model for Content-Aware Layout Generation

inferred← citeshttps://doi.org/10.1109/tencon66050.2025.11375026openalex-snapshot

Ethical Design Framework for Enhancing Accessibility in Graphic Platforms for Colorblind Users

inferred← citeshttps://doi.org/10.1109/thms.2025.3590785openalex-snapshot

Design Graph Guided Element Importance-Aware Layout Generation With Multimodality Cascade Transformer

inferred← citeshttps://doi.org/10.1109/tmm.2021.3097900openalex-snapshot

Harmonious Textual Layout Generation Over Natural Images via Deep Aesthetics Learning

inferred← citeshttps://doi.org/10.1109/tpami.2025.3602846openalex-snapshot

GAN-Based Domain Adaptation for Image-Aware Layout Generation in Advertising Poster Design

inferred← citeshttps://doi.org/10.1109/tvcg.2020.3030338openalex-snapshot

Composition and Configuration Patterns in Multiple-View Visualizations

inferred← citeshttps://doi.org/10.1109/tvcg.2020.3030448openalex-snapshot

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3084944openalex-snapshot

ClipGen: A Deep Generative Model for Clipart Vectorization and Synthesis

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3113031openalex-snapshot

Balance-Aware Grid Collage for Small Image Collections

inferred← citeshttps://doi.org/10.1109/tvcg.2021.3126478openalex-snapshot

ActFloor-GAN: Activity-Guided Adversarial Networks for Human-Centric Floorplan Design

inferred← citeshttps://doi.org/10.1109/tvcg.2022.3148007openalex-snapshot

Towards Natural Language Interfaces for Data Visualization: A Survey

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Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference

inferred← citeshttps://doi.org/10.1109/tvcg.2022.3171839openalex-snapshot

Design Order Guided Visual Note Layout Optimization

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Image-Driven Harmonious Color Palette Generation for Diverse Information Visualization

inferred← citeshttps://doi.org/10.1109/tvcg.2025.3574311openalex-snapshot

StructLayoutFormer: Conditional Structured Layout Generation via Structure Serialization and Disentanglement

inferred← citeshttps://doi.org/10.1109/visap57411.2022.00017openalex-snapshot

ESSYS* Sharing #UC: An Emotion-driven Audiovisual Installation

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DocDancer: Authoring Ultra-Responsive Documents with Layout Generation

inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00713openalex-snapshot

Towards Diverse and Consistent Typography Generation

inferred← citeshttps://doi.org/10.1109/wacv61041.2025.00152openalex-snapshot

WAFFLE: Multimodal Floorplan Understanding in the Wild

inferred← citeshttps://doi.org/10.1109/waie60568.2023.00013openalex-snapshot

Engaging With Artificial Intelligence in Graphic Design Education

inferred← citeshttps://doi.org/10.1111/cgf.14399openalex-snapshot

Modeling Visual Containment for Web Page Layout Optimization

inferred← citeshttps://doi.org/10.1111/cgf.14527openalex-snapshot

Infographics Wizard: Flexible Infographics Authoring and Design Exploration

inferred← citeshttps://doi.org/10.1111/cgf.70273openalex-snapshot

LayoutRectifier: An Optimization‐based Post‐processing for Graphic Design Layout Generation

inferred← citeshttps://doi.org/10.1117/12.2622734openalex-snapshot

Text-based sequential image generation

inferred← citeshttps://doi.org/10.1117/12.3003837openalex-snapshot

Advances in automatic layout design based on generative adversarial networks

inferred← citeshttps://doi.org/10.1142/s0218126625502548openalex-snapshot

Dynamic Garden Design Framework Integrating Generative Models and Reinforcement Learning

inferred← citeshttps://doi.org/10.1145/3313831.3376553openalex-snapshot

GRIDS: Interactive Layout Design with Integer Programming

inferred← citeshttps://doi.org/10.1145/3313831.3376618openalex-snapshot

ICONATE: Automatic Compound Icon Generation and Ideation

inferred← citeshttps://doi.org/10.1145/3355056.3364549openalex-snapshot

Diverse Layout Generation for Graphical Design Magazines

inferred← citeshttps://doi.org/10.1145/3372278.3390678openalex-snapshot

Learning to Select Elements for Graphic Design

inferred← citeshttps://doi.org/10.1145/3397481.3450652openalex-snapshot

Interactive Layout Transfer

inferred← citeshttps://doi.org/10.1145/3397482.3450716openalex-snapshot

RUITE: Refining UI Layout Aesthetics Using Transformer Encoder

inferred← citeshttps://doi.org/10.1145/3411764.3445117openalex-snapshot

Vinci: An Intelligent Graphic Design System for Generating Advertising Posters

inferred← citeshttps://doi.org/10.1145/3461730openalex-snapshot

Grid-based Genetic Operators for Graphical Layout Generation

inferred← citeshttps://doi.org/10.1145/3474085.3475497openalex-snapshot

Constrained Graphic Layout Generation via Latent Optimization

inferred← citeshttps://doi.org/10.1145/3474085.3475525openalex-snapshot

Diverse Multimedia Layout Generation with Multi Choice Learning

inferred← citeshttps://doi.org/10.1145/3474085.3475541openalex-snapshot

CanvasEmb: Learning Layout Representation with Large-scale Pre-training for Graphic Design

inferred← citeshttps://doi.org/10.1145/3490034openalex-snapshot

Learning GUI Completions with User-defined Constraints

inferred← citeshttps://doi.org/10.1145/3491101.3519610openalex-snapshot

Harmonized Banner Creation from Multimodal Design Assets

inferred← citeshttps://doi.org/10.1145/3503161.3548332openalex-snapshot

Geometry Aligned Variational Transformer for Image-conditioned Layout Generation

inferred← citeshttps://doi.org/10.1145/3528223.3530135openalex-snapshot

WallPlan

inferred← citeshttps://doi.org/10.1145/3539610openalex-snapshot

Creating Word Paintings Jointly Considering Semantics, Attention, and Aesthetics

inferred← citeshttps://doi.org/10.1145/3544548.3581070openalex-snapshot

De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation

inferred← citeshttps://doi.org/10.1145/3544548.3581446openalex-snapshot

Layout Generation for Various Scenarios in Mobile Shopping Applications

inferred← citeshttps://doi.org/10.1145/3550454.3555446openalex-snapshot

Hierarchical Layout Blending with Recursive Optimal Correspondence

inferred← citeshttps://doi.org/10.1145/3554944.3554950openalex-snapshot

Content-Driven Layout for Visualization Design

inferred← citeshttps://doi.org/10.1145/3581783.3612275openalex-snapshot

Two-stage Content-Aware Layout Generation for Poster Designs

inferred← citeshttps://doi.org/10.1145/3583780.3615028openalex-snapshot

Relation-Aware Diffusion Model for Controllable Poster Layout Generation

inferred← citeshttps://doi.org/10.1145/3606863openalex-snapshot

Research on the Turning of Graphic Design Information Communication from Static Presentation to Interactive

inferred← citeshttps://doi.org/10.1145/3610217openalex-snapshot

Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review

inferred← citeshttps://doi.org/10.1145/3613904.3642172openalex-snapshot

Epigraphics: Message-Driven Infographics Authoring

inferred← citeshttps://doi.org/10.1145/3613904.3642822openalex-snapshot

Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces

inferred← citeshttps://doi.org/10.1145/3613904.3642886openalex-snapshot

Demystifying Tacit Knowledge in Graphic Design: Characteristics, Instances, Approaches, and Guidelines

inferred← citeshttps://doi.org/10.1145/3631968openalex-snapshot

Automated Mapping of Adaptive App GUIs from Phones to TVs

inferred← citeshttps://doi.org/10.1145/3688866.3689125openalex-snapshot

SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding

inferred← citeshttps://doi.org/10.1145/3706598.3713785openalex-snapshot

Dancing With Chains: Ideating Under Constraints With UIDEC in UI/UX Design

inferred← citeshttps://doi.org/10.1145/3706599.3720016openalex-snapshot

Comparing AI-Generated and Human-Crafted T-Shirt Layouts through an XAI Lens

inferred← citeshttps://doi.org/10.1145/3730858openalex-snapshot

Order Matters: Learning Element Ordering for Graphic Design Generation

inferred← citeshttps://doi.org/10.1145/3757686openalex-snapshot

Understanding Collaboration between Professional Designers and Decision-making AI: A Case Study in the Workplace

inferred← citeshttps://doi.org/10.1145/3805622.3810729openalex-snapshot

LayoutGD: Content-Aware Layout Generation via Graph-Enhanced Diffusion Model

inferred← citeshttps://doi.org/10.1145/3805689.3812239openalex-snapshot

Designing with AI at Work: Designers' Expertise and Pragmatic Decision-Making in Workplace AI Transformation

inferred← citeshttps://doi.org/10.1177/02762374241288696openalex-snapshot

Generative Models for the Psychology of Art and Aesthetics

inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0140878openalex-snapshot

Automatic Layout Algorithm for Graphic Language in Visual Communication Design

inferred← citeshttps://doi.org/10.1609/aaai.v36i1.19994openalex-snapshot

Coarse-to-Fine Generative Modeling for Graphic Layouts

inferred← citeshttps://doi.org/10.1609/aaai.v37i9.26277openalex-snapshot

Layout Generation as Intermediate Action Sequence Prediction

inferred← citeshttps://doi.org/10.1609/aaai.v38i4.28128openalex-snapshot

Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

inferred← citeshttps://doi.org/10.1631/fitee.1900367openalex-snapshot

Automatic synthesis of advertising images according to a specified style

inferred← citeshttps://doi.org/10.1631/fitee.2300312openalex-snapshot

Iris: a multi-constraint graphic layout generation system

inferred← citeshttps://doi.org/10.22266/ijies2023.0630.56openalex-snapshot

Optimizing Image Rectangular Boundaries with Precision: A Genetic Algorithm-Based Approach with Deep Stitching

inferred← citeshttps://doi.org/10.22630/mgv.2026.35.1.2openalex-snapshot

Intelligent extraction and layout optimization of digital media visual elements based on computer vision

inferred← citeshttps://doi.org/10.2478/amns-2024-0866openalex-snapshot

Exploring the Thinking Transformation and Development of Graphic Design in Mobile Digital Media

inferred← citeshttps://doi.org/10.2478/amns.2023.1.00222openalex-snapshot

Research on the strategy of using graphic creativity in visual communication design in the context of Internet+

inferred← citeshttps://doi.org/10.2478/amns.2023.1.00258openalex-snapshot

Virtual packaging model construction of visual images for visual communication in the context of modern information convergence

inferred← citeshttps://doi.org/10.2478/amns.2023.2.00315openalex-snapshot

The construction of visual aesthetic element system in graphic design based on big data

inferred← citeshttps://doi.org/10.2478/amns.2023.2.00392openalex-snapshot

The use of graphic design elements in commercial architectural design in the context of intelligence

inferred← citeshttps://doi.org/10.2478/amns.2023.2.00536openalex-snapshot

The use of color elements in graphic design based on convolutional neural network model

inferred← citeshttps://doi.org/10.2478/amns.2023.2.01186openalex-snapshot

Dynamic Interactive Design of Graphic Design Elements Based on Image Feature Extraction Algorithm

inferred← citeshttps://doi.org/10.24963/ijcai.2022/692openalex-snapshot

Composition-aware Graphic Layout GAN for Visual-Textual Presentation Designs

inferred← citeshttps://doi.org/10.24963/ijcai.2023/649openalex-snapshot

Learn and Sample Together: Collaborative Generation for Graphic Design Layout

inferred← citeshttps://doi.org/10.26599/cvm.2025.9450457openalex-snapshot

GTLayout: Learning General Trees for Structured Grid Layout Generation

inferred← citeshttps://doi.org/10.31498/2225-6733.46.2023.288087openalex-snapshot

The method of improving advertising texts based on the use of generative models

inferred← citeshttps://doi.org/10.3233/ida-230063openalex-snapshot

Generate custom travel magazine layouts

inferred← citeshttps://doi.org/10.3390/computers15080488openalex-snapshot

RoBus: A Multimodal Dataset for Controllable Road Networks and Building Layout Generation

inferred← citeshttps://doi.org/10.3390/e24121751openalex-snapshot

EvoDesigner: Evolving Poster Layouts

inferred← citeshttps://doi.org/10.3390/jemr18030022openalex-snapshot

Learners’ Perception of Scientific Text Layouts Design Using Eye-Tracking

inferred← citeshttps://doi.org/10.3390/jimaging11090289openalex-snapshot

From Fragment to One Piece: A Review on AI-Driven Graphic Design

inferred← citeshttps://doi.org/10.4018/ijcicg.311424openalex-snapshot

An Attempt to Examine Digital Native and Digital Immigrant Macau Graphic Designers' Perceptions of Adopting Generative Design

inferred← citeshttps://doi.org/10.4018/ijitsa.324761openalex-snapshot

Design of Graphic Design Assistant System Based on Artificial Intelligence

inferred← citeshttps://doi.org/10.48550/arxiv.2001.05308openalex-snapshot

Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders

inferred← citeshttps://doi.org/10.48550/arxiv.2107.06262openalex-snapshot

Learning Aesthetic Layouts via Visual Guidance

inferred← citeshttps://doi.org/10.53115/19975996_2023_04_246_256openalex-snapshot

Дизайн-процесс массовой индивидуализации в контексте семиотико-интерактивной методологии

inferred← citeshttps://doi.org/10.70675/8026f5c1z64cdz4920zaae7z92de85a00cc4openalex-snapshot

Méthodes d'apprentissage profond pour la mise en page de documents

inferred← citeshttps://doi.org/10.7717/peerj-cs.1303openalex-snapshot

Automatic design and optimization of educational space for autistic children based on deep neural network and affordance theory

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