| SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control | Dec 8, 2023 | Image GenerationImage Inpainting | —Unverified | 0 |
| Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural Illumination | Nov 21, 2023 | Inverse RenderingLayout Design | CodeCode Available | 0 |
| Learning Gradient Fields for Scalable and Generalizable Irregular Packing | Oct 18, 2023 | Collision AvoidanceLayout Design | —Unverified | 0 |
| PlotMap: Automated Layout Design for Building Game Worlds | Sep 26, 2023 | Decision MakingLayout Design | CodeCode Available | 0 |
| Automatic Truss Design with Reinforcement Learning | Jun 27, 2023 | Combinatorial OptimizationLayout Design | CodeCode Available | 1 |
| Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning | May 18, 2023 | Deep Reinforcement LearningLayout Design | —Unverified | 0 |
| Multi-Robot Coordination and Layout Design for Automated Warehousing | May 10, 2023 | DiversityLayout Design | CodeCode Available | 1 |
| LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models | Mar 21, 2023 | Layout DesignLayout Generation | CodeCode Available | 2 |
| Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field | Mar 19, 2023 | Deep LearningLayout Design | —Unverified | 0 |
| PLay: Parametrically Conditioned Layout Generation using Latent Diffusion | Jan 27, 2023 | Layout DesignLayout Generation | —Unverified | 0 |
| The Evolution of Web Search User Interfaces -- An Archaeological Analysis of Google Search Engine Result Pages | Jan 20, 2023 | Layout Design | —Unverified | 0 |
| Text2Poster: Laying out Stylized Texts on Retrieved Images | Jan 6, 2023 | Image RetrievalLayout Design | CodeCode Available | 2 |
| Site Assessment and Layout Optimization for Rooftop Solar Energy Generation in Worldview-3 Imagery | Dec 7, 2022 | Layout Design | —Unverified | 0 |
| MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning | Nov 24, 2022 | Deep Reinforcement LearningLayout Design | CodeCode Available | 2 |
| Design Process is a Reinforcement Learning Problem | Nov 6, 2022 | Layout DesignOpenAI Gym | CodeCode Available | 1 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 |
| Geometry Aligned Variational Transformer for Image-conditioned Layout Generation | Sep 2, 2022 | Layout DesignLayout Generation | —Unverified | 0 |
| ReCo: A Dataset for Residential Community Layout Planning | Jun 8, 2022 | Generative Adversarial NetworkLayout Design | CodeCode Available | 1 |
| Heat Source Layout Optimization Using Automatic Deep Learning Surrogate and Multimodal Neighborhood Search Algorithm | May 16, 2022 | Layout DesignManagement | —Unverified | 0 |
| Aesthetic Text Logo Synthesis via Content-aware Layout Inferring | Apr 6, 2022 | Layout DesignLayout Generation | CodeCode Available | 2 |
| iPLAN: Interactive and Procedural Layout Planning | Mar 27, 2022 | Image GenerationLayout Design | CodeCode Available | 1 |
| Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data | Nov 1, 2021 | Decision MakingLayout Design | CodeCode Available | 0 |
| The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE | Oct 8, 2021 | DisentanglementLayout Design | —Unverified | 0 |
| A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout | Mar 20, 2021 | DiversityLayout Design | CodeCode Available | 0 |
| An adaptive artificial neural network-based generative design method for layout designs | Jan 29, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
