3D Scene Layout Generation

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6 papers in the last four weeks, level with the four weeks before. 0.1% of all new papers.

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  1. SPHERE: Adaptive VR Indoor Scene Generation via LLM-Enhanced Spatial Preference Learning and Human-in-the-Loop RL

    Oct 1, 2026Hyeonmin Lee, Zheng Wei, Kyungmin Kwon +3Human-in-the-Loop AI3D Scene Generation

    Sungkyunkwan University · The Hong Kong University of Science and Technology

  2. SPOON: Towards Coherent Compositional 3D Scene Generation from Uncalibrated Multi-view Images

    Sep 30, 2026Guibiao Liao, Mochu Xiang, Heng Li +6Object Pose Estimation3D Scene Generation

    The University of Hong Kong · Shenzhen Loop Area Institute · TranscEngram +2

  3. Scene Retargeting: Learning Object Placement with Analogical Transfer

    Sep 29, 2026Minkwan Kim, Junho Kim, Seungmin Lee +23D Scene Layout Generation

    Dept. of Electrical and Computer Engineering, Seoul National University · Interdisciplinary Program in Artificial Intelligence and INMC, Seoul National University

  4. HARMONY: Hierarchical Agentic Reasoning for MONocular Image-to-Scene Synthesis

    Sep 22, 2026Shufan Sun, Chen Wang, Enxin Song +23D Reconstruction3D Scene Representation

    University of Pennsylvania

  5. Mira-Scene: Pixel-Aligned Layouts for Generative 3D Scene Reconstruction

    Sep 20, 2026Yang-Tian Sun, Tianjia Liu, Zehuan Huang +73D Reconstruction3D Scene Layout Generation

    The University of Hong Kong · VAST

  6. PACE: Precise AI Cinematic Expression: A Typed Specification for Script-Grounded Previsualization and Geometric Conformance

    Sep 17, 2026Bing Duan, Qiang Guo, Linpu Li +6Conditional Image Generation3D Scene Layout Generation

    Studio π

  7. SpatialGuard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation

    Sep 1, 2026Ziyun Qian, Zizhi Chen, Yizhou Liu +33D Spatial ReasoningT2I Generation

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University · Fysics Intelligence Technologies Co., Ltd. (Fysics AI)

  8. ScenePilot: Grow-and-Repair Policy for Text-Driven 3D Indoor Scene Generation

    Aug 31, 2026Jiawei Zhang, Hongsong Wang, Pan Zhou3D Scene EditingFunctional 3D Scene Generation

    Southeast University · Singapore Management University

  9. FuncRoom-Agent: Sequential Feed-Forward 3D Functional Indoor Scene Generation

    Aug 30, 2026Hao Feng, Zhi Zuo, MingJian Liang +6Process Reward Models3D Scene Generation

  10. Text-Driven Artistic Staging: 3D Posing, Lighting, and Camera References from Paintings

    Aug 28, 2026Yunge WenHuman Motion Generation3D Scene Generation

    Massachusetts Institute of Technology, New York University, USA

  11. D3D-GEN: Robot-Aware Domain-Grounded Interactive 3D World Generation for Social Robotics

    Aug 12, 2026Anh Duc Do, Volodymyr Scherbyna, Tai Duc Nguyen +5Robotics SimulationFunctional 3D Scene Generation

    Singapore Management University · Technical University Berlin · Max Planck Institute +1

  12. PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms

    Aug 11, 2026Yutong Jiang, Zahra Atashgahi, Carlos Soto Garcia Delgado +43D Scene Layout GenerationIndoor Scene Generation

    IKEA Retail (Ingka Group), Amsterdam, The Netherlands

  13. GOPI: Generation-Oriented 3D Pose Inference for Furniture Insertion from Single-View RGB-D Indoor Scenes

    Aug 7, 2026Ruifeng Zhai, Renjie Liu, Guangrun Wang +1Image GenerationObject Pose Estimation

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China · the Guangdong Key Laboratory of Big Data Analysis and Processing · X-Era AI Lab

  14. iARCS: Iterative Agentic RL for Controllable 3D Scene Generation

    Aug 6, 2026Saugat Adhikari, Ashok Prasad Neupane, Pramish Paudel +2Constrained Generative ModelingAgentic RL

    Pulchowk Campus, IOE, Tribhuvan University, Lalitpur, Nepal · INSAIT, Sofia University “St. Kliment Ohridski”, Bulgaria · NAAMII, Kathmandu, Nepal

  15. Global Graph-Validated Optimization for VLM-based 3D Indoor Scene Generation

    Aug 4, 2026Jialu Huang, Yingxuan You, Fei Wang +13D Scene Generation3D Scene Representation

    National Key Laboratory of Human-Machine Hybrid Augmented Intelligence Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, China · 2 École Polytechnique Fédérale de Lausanne (EPFL), CVLab, Switzerland · School of Electronics and Information, Northwestern Polytechnical University and Shaanxi Key Laboratory of Information Acquisition and Processing, China

  16. Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis

    Aug 3, 2026Lingwei Dang, Ziyan Qiu, Jiajia Cheng +93D Scene Editing3D Scene Layout Generation

    School of Software Engineering, South China University of Technology · School of Information Science and Technology, ShanghaiTech University

  17. Learning an Interior Layout Policy in a Domain Specific Language Action Space

    Jul 31, 2026Yuhao Lu, Weichen Zhang, Wenyi Xiao +23D Scene Layout GenerationIndoor Scene Generation

    Taobao & Tmall Group of Alibaba

  18. PlanCraft: Sketch, Refine, and Furnish for Architect-Inspired Progressive 3D Residential Scene Generation

    Jul 26, 2026Pengyu Zeng, Yuqin Dai, Jun Yin +73D Scene Generation3D Scene Layout Generation

    Tsinghua University

  19. Scene-SAM3D: Multi-View Scene Asset Generation Without Fine-Tuning

    Jul 18, 2026Yuqi Zhang, Yadan Luo, Xiangyu Sun +33D Asset Generation3D Scene Generation

    The University of Queensland · Shanghai AI Laboratory · East China Normal University

  20. ThinkBLOX: 3D Indoor Scene Generation with Progressive Reasoning

    Jul 15, 2026Yuan Xiao, Can Wang, Xiangyu Kong +13D Scene Editing3D Scene Generation

    Department of Computer Science, City University of Hong Kong, Hong Kong · School of Computing and Data Science, University of Hong Kong · School of Computer Science, Beijing Information Science and Technology University

  21. MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models

    Jul 13, 2026Tsz Hei Fan, Choi Wing Fung, Yuxuan Wan +23D Scene GenerationProcedural Content Generation

    Department of Computer Science and Engineering, The Chinese University of Hong Kong

  22. 3D Scene Graph Prediction: Generating Hierarchical Models from Partially Observed Environments

    Jul 12, 2026Siyi H, Jared Strade, Hyungtae Lim +13D SGG3D Scene Layout Generation

    Laboratory for Information & Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA 02139, USA. · Department of Electrical and Computer Engineering, Oakland University, Rochester, MI 48309, USA.

  23. SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion

    Jul 6, 2026Paul Engstler, Iro Laina, Christian Rupprecht +13D Scene Generation3D Scene Layout Generation

    Visual Geometry Group, University of Oxford

  24. InSpace: Structure-Aware 3D Indoor Scene Generation from a Single 360° Image

    Jul 4, 2026Gwanhyeong Koo, Hyunsu Kim, Youngji Kim +53D Scene Generation3D Scene Layout Generation

    1KAIST · *Work done during an internship at NAVER LABS. · 2NAVER LABS +1

  25. Text-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments

    Jul 2, 2026Xianhui Meng, Zirui Song, Yuchen Zhang +103D Scene Generation3D Scene Layout Generation

    University of Science and Technology of China · Xiaomi EV · Mohamed bin Zayed University of Artificial Intelligence +4

  26. NaLA: A 3D Native LLM Layout Agent for High-quality 3D Scene Generation

    Jun 28, 2026Cheng Wan, Yongsen Mao, Wenzheng Wu +73D Spatial Reasoning3D Scene Generation

    Hong Kong University of Science and Technology · Shenzhen Loop Area Institute · University of Science and Technology of China +2

  27. ReScene: Structured Indoor Scene Reconstruction from Multi-View Captures

    Jun 26, 2026Haoran Xu, Lechao Zhang, Daoguo Dong +2Multi-View Geometry3D Reconstruction

    School of Computer Science and Technology, East China Normal University · Institute of Trustworthy Embodied AI, Fudan University

  28. HDSL: A Hierarchical Domain-Specific Language for Structured 3D Indoor Scene Generation and Localized Editing with LLM Agents

    Jun 8, 2026Letian Li, Chao Shen, Shuzhao Xie +63D Scene EditingLLM-Based Program Synthesis

    SIGS, Tsinghua University · Nankai University · University of Arizona +2

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

    Jun 7, 2026Jeonghwan Kim, Yushi Lan, Yongwei Chen +33D Scene Generation3D Scene Layout Generation

    Nanyang Technological University · University of Oxford · Meshy AI

  30. HomeWorld: A Unified Floorplan-to-Furnished Framework for Generating Controllable, Densely Interactive Whole-Home Scenes

    Jun 4, 2026Wenbo Li, Xiaoliang Ju, Zipeng Qin +2Synthetic Data Generation for Robotics3D Scene Layout Generation

    Ace Robotics · CUHK MMLab · Shenzhen Loop Area Institute