layout-generation

Code for "ATISS: Autoregressive Transformers for Indoor Scene Synthesis", NeurIPS 2021

Official Repo of Graphist

Diffusion Layout Transformer implementation.

Collection of Aesthetics Assessment Papers for Graphic Designs.

[CVPR'24] Handwritten Mathematical Expressions Generation (HMEG)

SceneConductor: 3D Scene Generation from a Single Image with Multi-Agent Orchestration

🏙️ Generative city 2D layout workflow — custom OpenStreetMap datasets, GeoJSON preprocessing, one-hot encoding, and pretrained generation.

🎨 Generate unique manga panel layouts using LayoutGAN++, enhancing creativity and streamlining the comic creation process.

AI-powered manga panel layout generator using LayoutGAN++. Automatically predicts optimal panel positions for manga pages with deep learning and GAN technology.

[AAAI2024] Spot the Error: Non-Autoregressive Graphic Layout Generation with Wireframe Locator

Implementation of " FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation"(ICCV2025)

PKU-PosterLayout for huggingface datasets

A rule-based layout generator that systematically generates, evaluates, and visualises multiple building arrangements on a site using geometric calculations and logical checks.

Awesome List for Graphic Design

Interactive web UI for exploring synthetic one-bedroom apartment layout generation and spatial constraints.

🦜🔗 LangChain version of LayoutPrompter https://arxiv.org/abs/2311.06495

Developed an Interactive Genetic Algorithm (IGA)-based layout generation system for ita bag design using Python and Tkinter. Implemented user-feedback-driven optimization, aesthetic scoring, and automatic layout generation while considering overlap avoidance and visual balance.