A curated list of awesome Indoor Scene Synthesis papers.
Compositional Mesh Generation
- Disentangled 3D Scene Generation with Layout Learning, Epstein, et al., arxiv 2024 | bibtex
- GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting | arxiv 2024 | github | project
- SceneWiz3D: Towards Text-guided 3D Scene Composition, Zhang et al., arxiv 2023 | github | bibtext
- Compositional 3D Scene Generation using Locally Conditioned Diffusion, arxiv 2023 | project
- GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs, Gao et al., arxiv 2023 | github | bibtext
applying LLM
- Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM | arxiv 2024
- LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model | arxiv 2024
- SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code | ICML 2024
- I-Design: Personalized LLM Interior Designer, arxiv 2024 | github | project
- GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting | arxiv 2024 | github | project
- SceneTeller: Language-to-3D Scene Generation | arxiv 2024 | project
- Holodeck: Language Guided Generation of 3D Embodied AI Environments | arxiv 2023| github | project
- AnyHome: Open-Vocabulary Generation of Structured and Textured 3D Homes | arXiv 2023 | github | project
- LayoutGPT: Compositional Visual Planning and Generation with Large Language Models, arxiv 2023| github | project
Model Training without Scene Graph
- RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation, Zhao et al., 3DV 2024 | github | bibtext
- Mixed Diffusion for 3D Indoor Scene Synthesis | arxiv 2024 | github
- Mixed Diffusion for 3D Indoor Scene Synthesis | arxiv 2024 | github
- PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI | CVPR 2024 | github |project
- ATISS: Autoregressive Transformers for Indoor Scene Synthesis | NIPS 2021 | github | project
- DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis | arXiv 2024 | CVPR 2024 | github | project
- Learning 3D Scene Priors with 2D Supervision | CVPR 2023 | github | peoject
- LEGO-Net: Learning Regular Rearrangements of Objects in Rooms | CVPR 2023 | github | project
- CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding | arXiv 2023
- Learning 3D Scene Priors with 2D Supervision | CVPR 2023 | github | project
- SceneFormer: Indoor Scene Generation with Transformers | 3DV 2021 | github | project
- Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models | CVPR 2019
- Scene Synthesis via Uncertainty-Driven Attribute Synchronization | ICCV 2021 | github
Model Training with Scene Graph
- InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior | ICLR 2024 | github | project
- CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion | NIPS 2023 | github | project
- 3D Scene Diffusion Guidance using Scene Graphs | arXiv 2023
- SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation | ICCV 2019
Using 2D Prior
Procedure / Human Design Rules
- Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation | CVPR 2024 |github | project
- Holodeck: Language Guided Generation of 3D Embodied AI Environments | arxiv 2024 | github | project
- I-Design: Personalized LLM Interior Designer | arxiv 2024 | github | project
- ProcTHOR: Large-Scale Embodied AI Using Procedural Generation | NeurIPS 2022 | github | bibtex
Conditioned on Human Montion
- Human-Aware 3D Scene Generation with Spatially-constrained Diffusion Models | arxiv 2024
- Scene Synthesis from Human Motion | SIGGRAPH Asia 2022 | github | project
- Pose2Room: Understanding 3D Scenes from Human Activities | ECCV 2022 | github | project
- Human-centric Indoor Scene Synthesis Using Stochastic Grammar | CVPR 2018
- Rearrange Indoor Scenes for Human-Robot Co-Activity | ICRA 2023 | github | project
- MIME: Human-Aware 3D Scene Generation | CVPR 2023 | github | project
- Language-driven Scene Synthesis using Multi-conditional Diffusion Model | arXiv 2023 | github | project
Condition on 2D Image
MCMC
- LayoutTransformer: Layout Generation and Completion with Self-attention | ICCV2021 | github | project
Scene
- Habitat Synthetic Scenes Dataset (HSSD):An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation | CVPR 2024 | github | project
- 3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics | ICCV 2021 | project
- ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes | CVPR 2017 | github | project
- ProcTHOR: Large-Scale Embodied AI Using Procedural Generation, Deitke et al., NeurIPS 2022 | github | bibtex
Object
- Objaverse-XL | NeurIPS 2023 | github
Modify the README.md and follow the format TITLE, AUTHOR, CONFERENCE YEAR | OPTIONAL LINK | BIBTEX. For example:
Awesome-Indoor-Scene-Synthesis is released under the MIT license.
If you find this project useful in your research, please consider citing:
This repo is inspired by awesome-NeRF and Awesome-AIGC-3D.
contact: [email protected].
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