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YandanYang authored Jul 22, 2024
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Expand Up @@ -31,10 +31,20 @@ A curated list of awesome Indoor Scene Synthesis papers.
- [ATISS: Autoregressive Transformers for Indoor Scene Synthesis](https://arxiv.org/pdf/2110.03675) | NIPS 2021 | [github](https://github.com/nv-tlabs/ATISS) | [project](https://research.nvidia.com/labs/toronto-ai/ATISS/)
- [Learning 3D Scene Priors with 2D Supervision](https://arxiv.org/abs/2211.14157) | CVPR 2023 | [github](https://github.com/yinyunie/ScenePriors) | [peoject](https://yinyunie.github.io/sceneprior-page/)
- [DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis](https://arxiv.org/abs/2303.14207) | arXiv 2024 | CVPR 2024 | [github](https://github.com/tangjiapeng/DiffuScene) | [project](https://tangjiapeng.github.io/projects/DiffuScene/)
- [LEGO-Net: Learning Regular Rearrangements of Objects in Rooms](https://arxiv.org/pdf/2301.09629) | CVPR 2023 | [github](https://github.com/QiuhongAnnaWei/LEGO-Net) | [project](https://ivl.cs.brown.edu/research/lego-net.html)
- [CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding](https://arxiv.org/abs/2303.03565) | arXiv 2023
- [Learning 3D Scene Priors with 2D Supervision](https://arxiv.org/abs/2211.14157) | CVPR 2023 | [github](https://github.com/yinyunie/ScenePriors) | [project](https://yinyunie.github.io/sceneprior-page/)
- [SceneFormer: Indoor Scene Generation with Transformers](https://arxiv.org/abs/2012.09793) | 3DV 2021 | [github](https://github.com/cy94/sceneformer) | [project](https://xinpeng-wang.github.io/sceneformer/)
- [Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models](https://arxiv.org/abs/1811.12463) | CVPR 2019
- [Scene Synthesis via Uncertainty-Driven Attribute Synchronization](https://arxiv.org/abs/2108.13499) | ICCV 2021 | [github](https://github.com/brownvc/fast-synth)


-
- Model training with scene graph
- [InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior](https://arxiv.org/abs/2402.04717) | ICLR 2024 | [github](https://github.com/chenguolin/InstructScene) | [project](https://chenguolin.github.io/projects/InstructScene/)
- [CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion](https://arxiv.org/abs/2305.16283) | NIPS 2023 | [github](https://github.com/ymxlzgy/commonscenes) | [project](https://sites.google.com/view/commonscenes)
- [3D Scene Diffusion Guidance using Scene Graphs](https://arxiv.org/abs/2308.04468) | arXiv 2023
- [SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation](https://arxiv.org/abs/1907.11308) | ICCV 2019


- using 2D prior
Expand All @@ -45,23 +55,14 @@ A curated list of awesome Indoor Scene Synthesis papers.
- [Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation](https://arxiv.org/abs/2406.11824) | [github](https://github.com/princeton-vl/infinigen) | [project](https://infinigen.org/)
- [Holodeck: Language Guided Generation of 3D Embodied AI Environments](https://arxiv.org/abs/2312.09067) | [github](https://github.com/allenai/Holodeck) | [project](https://yueyang1996.github.io/holodeck/)
- [I-Design: Personalized LLM Interior Designer](https://arxiv.org/abs/2404.02838), arxiv 2024 | [github](https://github.com/atcelen/IDesign/?tab=readme-ov-file) | [project](https://atcelen.github.io/I-Design/)

-
- [ProcTHOR: Large-Scale Embodied AI Using Procedural Generation](https://procthor.allenai.org/), Deitke et al., NeurIPS 2022 | [github](https://github.com/allenai/procthor) | [bibtex](./citations/procthor.txt)



- MCMC
- [Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars](https://arxiv.org/abs/1704.00112) | IJCV (2018)


- [3D Scene Diffusion Guidance using Scene Graphs](https://arxiv.org/abs/2308.04468) | arXiv 2023
- [LEGO-Net: Learning Regular Rearrangements of Objects in Rooms](https://arxiv.org/pdf/2301.09629) | CVPR 2023 | [github](https://github.com/QiuhongAnnaWei/LEGO-Net) | [project](https://ivl.cs.brown.edu/research/lego-net.html)
- [CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding](https://arxiv.org/abs/2303.03565) | arXiv 2023
- [SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation](https://arxiv.org/abs/1907.11308) | ICCV 2019
- [Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars](https://arxiv.org/abs/1704.00112) | IJCV (2018)
- [SceneFormer: Indoor Scene Generation with Transformers](https://arxiv.org/abs/2012.09793) | 3DV 2021 | [github](https://github.com/cy94/sceneformer) | [project](https://xinpeng-wang.github.io/sceneformer/)
- [Learning 3D Scene Priors with 2D Supervision](https://arxiv.org/abs/2211.14157) | CVPR 2023 | [github](https://github.com/yinyunie/ScenePriors) | [project](https://yinyunie.github.io/sceneprior-page/)
- [Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models](https://arxiv.org/abs/1811.12463) | CVPR 2019
- [Scene Synthesis via Uncertainty-Driven Attribute Synchronization](https://arxiv.org/abs/2108.13499) | ICCV 2021 | [github](https://github.com/brownvc/fast-synth)
- [ProcTHOR: Large-Scale Embodied AI Using Procedural Generation](https://procthor.allenai.org/), Deitke et al., NeurIPS 2022 | [github](https://github.com/allenai/procthor) | [bibtex](./citations/procthor.txt)
- [SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code](https://arxiv.org/abs/2403.01248) | ICML 2024
- .....

Expand Down Expand Up @@ -112,7 +113,7 @@ A curated list of awesome Indoor Scene Synthesis papers.


<details open>
<summary>2D Layout / General layout</summary>
<summary>conditioned on Human Montion</summary>

- [Scene Synthesis from Human Motion](https://arxiv.org/abs/2301.01424) | SIGGRAPH Asia 2022 | [github](https://github.com/onestarYX/summon) | [project](https://lijiaman.github.io/projects/summon/)
- [Pose2Room: Understanding 3D Scenes from Human Activities](https://arxiv.org/abs/2112.03030) | ECCV 2022 | [github](https://arxiv.org/abs/2112.03030) | [project](https://yinyunie.github.io/pose2room-page/)
Expand Down Expand Up @@ -142,6 +143,7 @@ A curated list of awesome Indoor Scene Synthesis papers.
- [Habitat Synthetic Scenes Dataset (HSSD):An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation](https://arxiv.org/abs/2306.11290) | CVPR 2024 | [github](https://github.com/3dlg-hcvc/hssd/) | [project](https://3dlg-hcvc.github.io/hssd/)
- [3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics](https://arxiv.org/abs/2011.09127) | ICCV 2021 | [project](https://tianchi.aliyun.com/specials/promotion/alibaba-3d-scene-dataset)
- [ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes](https://arxiv.org/abs/1702.04405) | CVPR 2017 | [github](https://github.com/ScanNet/ScanNet) | [project](https://www.scan-net.org/)
- [ProcTHOR: Large-Scale Embodied AI Using Procedural Generation](https://procthor.allenai.org/), Deitke et al., NeurIPS 2022 | [github](https://github.com/allenai/procthor) | [bibtex](./citations/procthor.txt)

- Object
- [Objaverse-XL](https://objaverse.allenai.org/) | NeurIPS 2023 | [github](https://github.com/allenai/objaverse-xl)
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