| MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene Generation | Feb 9, 2025 | Scene Generation | CodeCode Available | 1 |
| ROOT: VLM based System for Indoor Scene Understanding and Beyond | Nov 24, 2024 | Scene GenerationScene Understanding | CodeCode Available | 1 |
| DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion | Oct 31, 2024 | Scene Generation | CodeCode Available | 1 |
| SceneGenAgent: Precise Industrial Scene Generation with Coding Agent | Oct 29, 2024 | C++ codeScene Generation | CodeCode Available | 1 |
| EARBench: Towards Evaluating Physical Risk Awareness for Task Planning of Foundation Model-based Embodied AI Agents | Aug 8, 2024 | Scene GenerationTask Planning | CodeCode Available | 1 |
| Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering | Jul 30, 2024 | Inverse RenderingNeRF | CodeCode Available | 1 |
| Training-free Composite Scene Generation for Layout-to-Image Synthesis | Jul 18, 2024 | Image GenerationLayout-to-Image Generation | CodeCode Available | 1 |
| LoopGaussian: Creating 3D Cinemagraph with Multi-view Images via Eulerian Motion Field | Apr 13, 2024 | Novel View SynthesisScene Generation | CodeCode Available | 1 |
| WcDT: World-centric Diffusion Transformer for Traffic Scene Generation | Apr 2, 2024 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion | Jan 19, 2024 | 3D GenerationNeural Rendering | CodeCode Available | 1 |
| WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation | Dec 5, 2023 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Pyramid Diffusion for Fine 3D Large Scene Generation | Nov 20, 2023 | Scene Generation | CodeCode Available | 1 |
| High-fidelity Person-centric Subject-to-Image Synthesis | Nov 17, 2023 | Image GenerationScene Generation | CodeCode Available | 1 |
| RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation | Oct 16, 2023 | QuantizationScene Generation | CodeCode Available | 1 |
| LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts | Oct 16, 2023 | Image GenerationLayout-to-Image Generation | CodeCode Available | 1 |
| Language Conditioned Traffic Generation | Jul 16, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation | Jun 1, 2023 | 3D Generation3D Reconstruction | CodeCode Available | 1 |
| CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion | May 25, 2023 | DiversityObject | CodeCode Available | 1 |
| Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields | May 19, 2023 | 3D Generation3D Reconstruction | CodeCode Available | 1 |
| CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding | Mar 7, 2023 | Indoor Scene SynthesisScene Generation | CodeCode Available | 1 |
| Neural Systematic Binder | Nov 2, 2022 | DisentanglementObject | CodeCode Available | 1 |
| Modeling Image Composition for Complex Scene Generation | Jun 2, 2022 | Image GenerationLayout-to-Image Generation | CodeCode Available | 1 |
| Vehicle trajectory prediction works, but not everywhere | Dec 7, 2021 | PredictionScene Generation | CodeCode Available | 1 |
| LUMINOUS: Indoor Scene Generation for Embodied AI Challenges | Nov 10, 2021 | Indoor Scene SynthesisScene Generation | CodeCode Available | 1 |
| Semantic Palette: Guiding Scene Generation with Class Proportions | Jun 3, 2021 | Data AugmentationImage Generation | CodeCode Available | 1 |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | Apr 20, 2021 | ClusteringImage Generation | CodeCode Available | 1 |
| InfinityGAN: Towards Infinite-Pixel Image Synthesis | Apr 8, 2021 | Image GenerationScene Generation | CodeCode Available | 1 |
| Unconstrained Scene Generation with Locally Conditioned Radiance Fields | Apr 1, 2021 | DiversityScene Generation | CodeCode Available | 1 |
| RetrievalFuse: Neural 3D Scene Reconstruction with a Database | Mar 31, 2021 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 1 |
| SceneFormer: Indoor Scene Generation with Transformers | Dec 17, 2020 | Scene Generation | CodeCode Available | 1 |
| pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis | Dec 2, 2020 | 3D-Aware Image SynthesisImage Generation | CodeCode Available | 1 |
| Static and Animated 3D Scene Generation from Free-form Text Descriptions | Oct 4, 2020 | DecoderForm | CodeCode Available | 1 |
| Funnel Activation for Visual Recognition | Jul 23, 2020 | Scene GenerationSemantic Segmentation | CodeCode Available | 1 |
| End-to-End Optimization of Scene Layout | Jul 23, 2020 | DiversityIndoor Scene Reconstruction | CodeCode Available | 1 |
| GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis | Jul 5, 2020 | 3D-Aware Image SynthesisImage Generation | CodeCode Available | 1 |
| RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces | Jul 2, 2020 | ObjectScene Generation | CodeCode Available | 1 |
| SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans | Jun 25, 2020 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation | Dec 27, 2019 | Image GenerationScene Generation | CodeCode Available | 1 |
| Learning Canonical Representations for Scene Graph to Image Generation | Dec 16, 2019 | Image GenerationLayout-to-Image Generation | CodeCode Available | 1 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 |
| LayoutVAE: Stochastic Scene Layout Generation From a Label Set | Jul 24, 2019 | Layout GenerationScene Generation | CodeCode Available | 1 |
| Scenic: A Language for Scenario Specification and Scene Generation | Sep 25, 2018 | Probabilistic ProgrammingScene Generation | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving | Jul 17, 2025 | Accident AnticipationAutonomous Driving | —Unverified | 0 |
| Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures | Jul 7, 2025 | 3D GenerationComputational chemistry | —Unverified | 0 |
| Voyaging into Unbounded Dynamic Scenes from a Single View | Jul 5, 2025 | Scene Generation | —Unverified | 0 |
| From 2D to 3D Cognition: A Brief Survey of General World Models | Jun 25, 2025 | Autonomous DrivingScene Generation | —Unverified | 0 |
| WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration | Jun 25, 2025 | 3D GenerationScene Generation | —Unverified | 0 |
| DreamAnywhere: Object-Centric Panoramic 3D Scene Generation | Jun 25, 2025 | Novel View SynthesisObject | —Unverified | 0 |
| CoCo4D: Comprehensive and Complex 4D Scene Generation | Jun 24, 2025 | Scene Generation | —Unverified | 0 |