Dynamic Scene Reconstruction

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24 papers in the last four weeks, up 200% on the four weeks before. 0.2% of all new papers.

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  1. OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs

    Oct 8, 2026You-Zhe Xie, Ting-Wei Chou, Yu-Hsuan Li +3Dynamic Scene Reconstruction4D Scene Generation

    National Yang Ming Chiao Tung University · Alaya Lab

  2. GenIA: Generative Reconstruction with Test-Time Input Alignment

    Oct 8, 2026Stefano Esposito, Naama Pearl, Polina Karpikova +53D ReconstructionSparse-View 3D Reconstruction

    Tübingen AI Center, University of Tübingen · Meta Reality Labs

  3. Argos: Adapt Rich Geometric Priors for Generalizable Online Scene-Change-Detection

    Oct 7, 2026Ruihan Xu, Jiae Yoon, Kaichen Zhou +2Robotic Perception4D Scene Understanding

    MIT

  4. DynStream: Online Streaming 4D Gaussian Reconstruction of Dynamic Worlds from Unposed Video

    Oct 7, 2026Dingwei Xian, Xiaoyu Zhou, Yajiao Xiong +24D ReconstructionDynamic Scene Reconstruction

    Wangxuan Institute of Computer Technology, Peking University · VGI Labs Co., Ltd. · University of California, Merced

  5. Mobile-4DGS: Unified Static-Dynamic Real-time Mobile Gaussian Splatting

    Oct 4, 2026Xiaobiao Du, Beixi Hao, Zhen Fang +33DGS Compression3D Gaussian Splatting

    University of Technology Sydney, Sydney 2009, Australia · Yale University, New Haven, 06520, USA · City University of Macau, Macau, 999078, China +2

  6. Sparse-View 4D Gaussian Splatting via Spatiotemporal Priors and Generative Assistance

    Oct 3, 2026Shengqi Wang, Zhengxian Yang, Kaiwen Tian +6Dynamic Scene Reconstruction3D Gaussian Splatting

    Department of Automation, Tsinghua University, Beijing, China · JD.com, Beijing, China · Beijing MEET YUAN Co., Ltd, Beijing, China

  7. ARROW: Arbitrary Reconstruction and Tracking of 4D Observations in the Wild

    Oct 1, 2026Ilya Fradlin, Christian Schmidt, Jens Piekenbrinck +33D Point TrackingDynamic Scene Reconstruction

    RWTH Aachen University

  8. Dyna3: VLM-Guided Training-Free 4D Reconstruction via Depth Foundation Models

    Oct 1, 2026Xinhao Xiang, Weiyang Li, Zhijie Zheng +2Multi-View Depth Estimation4D Reconstruction

    IFM Lab, University of California, Davis, CA, USA · Genies Inc., CA, USA

  9. A Compact Explicit 4D Representation for Dynamic Scenes

    Oct 1, 2026Di Yang, Zhihao Li, Yanhai Xiong +1Dynamic Scene ReconstructionNovel View Synthesis

    College of William & Mary · SparcAI Inc.

  10. Affine-Aligned Atlas for Canonical Gaussian Construction in Video Representation

    Oct 1, 2026Masaya Takabe, Hiroshi Watanabe, Sujun Hong +13D Gaussian SplattingDynamic Scene Reconstruction

    Graduate School of FSE, Waseda University Tokyo, Japan · Sharp Corporation Chiba, Japan

  11. Reconstructing the Dynamic World: A Representation-Centric View of 4D Scene Reconstruction

    Sep 30, 2026Ziren Gong, Guo Chen, Yongjia Li +133D Gaussian Splatting4D Reconstruction

    Department of Computer Science and Engineering, University of Bologna, Italy · Wangxuan Institute of Computer Technology, Peking University, China · Department of Computing, The Hong Kong Polytechnic University, Hong Kong +8

  12. DyRAD: Radar Novel View Synthesis for Dynamic Driving Scenes

    Sep 30, 2026Merav Keidar, Tomer Borreda, Rajalakshmi Nandakumar +1Millimeter-Wave RadarmmWave Radar Sensing

    Technion · Cornell Tech · NVIDIA

  13. Eulerian Motion Reconstruction for Water Scenery

    Sep 29, 2026Chuhan Chen, Yen-Chi Cheng, Ayush Saraf +84D Reconstruction3D Reconstruction

    Carnegie Mellon University · University of Illinois Urbana-Champaign · Meta

  14. EndoPrior-GS: Dynamic Endoscopic Reconstruction with a Joint Texture Prior

    Sep 29, 2026Jiaqi Huang, Shidong Wang, Tong Xin +13D Gaussian SplattingMedical Imaging

    School of Engineering, Newcastle University, Newcastle upon Tyne NE1 7RU, UK · School of Computing, Newcastle University, Newcastle upon Tyne NE4 5TG, UK

  15. DispFlow-GS: Displacement Flow Supervision with Motion Disentangling for Monocular Deformable 3D Gaussian Splatting

    Sep 29, 2026Thai Duy Nguyen, Haitian Zhang, Addison Lin Wang3D Gaussian SplattingMonocular 3D Reconstruction

    Nanyang Technological University, Singapore.

  16. RoGSW4RLD: Feed-Forward 4D Gaussian Lifting for Robot World Model Rollouts

    Sep 28, 2026Jin Hyun Kim, Min Young Kim, Soohwan Song +13D Gaussian Splatting4D Reconstruction

    School of Mechanical Engineering, Korea University, Seoul, Republic of Korea · College of AI Convergence, Dongguk University, Seoul, Republic of Korea · School of Smart Mobility, Korea University, Seoul, Republic of Korea

  17. ADATEX4D: adaptive texture capacity allocation for 4D gaussian splatting

    Sep 24, 2026De Jiang, Peiqiang Wang, Kehong Yuan +13D Gaussian Splatting4D Reconstruction

    Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China

  18. WildHSR: Metric Feed-Forward 4D People-Scene Reconstruction from a 3D Foundation Model

    Sep 24, 2026Jerrin Bright, John ZelekVision Foundation Model AdaptationDynamic Scene Reconstruction

    Vision and Image Processing Lab, University of Waterloo, Canada

  19. Dynamic Thermal Gaussians: Multimodal 4D Gaussian Splatting

    Sep 21, 2026Rongfeng Lu, Lifeng Lin, Xiaobao Wei +7Thermal Imaging3D Gaussian Splatting

    Lishui University Lishui, China Lishui Key Laboratory of Low-Altitude Multimodal Sensing and Intelligent Computing Lishui, China · Hangzhou Dianzi University Hangzhou, China · University of Chinese Academy of Sciences Beijing, China +2

  20. GARO: Geometry-Aware Redundancy Optimization for Real-Time and High-Fidelity Dynamic Gaussian Splatting

    Sep 20, 2026Huiwen Xue, Kaixing Zhao, Zuheng Ming +13DGS Compression3D Gaussian Splatting

    School of Software, Northwestern Polytechnical University · L2TI, Université Sorbonne Paris Nord, EmboMind Research · L2TI, Universit´e Sorbonne Paris Nord +2

  21. 4DGS-Fixer: Generative Sparse-View 4D Gaussian Splatting with Iterative Refinement Guided by Video Diffusion Priors

    Sep 18, 2026Haitao Huang, Shenghao Zhao, Boyuan Tian +73D Gaussian SplattingDynamic Scene Reconstruction

    Goertek Alpha Labs Shanghai, China · Singapore Institute of Technology Singapore, Singapore · Goertek Alpha Labs Santa Clara, USA +1

  22. SplashSplat: Reconstructing Splashing Liquids from Real-World Multi-View Videos

    Sep 17, 2026Peiyu Liu, Dingxi Zhang, Federico Tombari +33D Gaussian Splatting3D Reconstruction

    EPFL · ETH · Google +1

  23. DecoGS: Adaptive Static-Dynamic Decoupling of 3D Gaussians for Free-Viewpoint Video Streaming

    Sep 15, 2026Idil Sulo, Alexey Supikov, Ilke Demir +13D Gaussian SplattingStreaming 3D Reconstruction

    University of Bonn, Almetra · V3DEO · Cauth AI +1

  24. Racing in Volume with Flow Ensembles

    Sep 14, 2026Saswat Subhajyoti Mallick, Riu Cherdchusakulchai, Marc Ruiz Olle +43D Gaussian Splatting4D Reconstruction

    Carnegie Mellon University

  25. Tele360: Real-Time Feed-Forward Human Reconstruction from Sparse Unposed Cameras

    Sep 14, 2026Hanzhang Tu, Zhanfeng Liao, Wei Min +23D Gaussian SplattingCamera Pose Estimation

    Tsinghua University, Beijing, China · Shadow AI, Beijing, China

  26. Point4D: Long-range 4D Motion Reconstruction

    Sep 8, 2026Minsik Jeon, Jay Karhade, Deva Ramanan +1Point Tracking3D Point Tracking

    Carnegie Mellon University

  27. EdMCGS: Event-Driven Markov Chain Gaussian Splatting for Extreme-Low-Frame-Rate Dynamic Scene Reconstruction

    Sep 8, 2026Yuzhong Wang, Wenmin Wang, Xinxing YuEvent-Based Vision3D Gaussian Splatting

    Macau University of Science and Technology, Macau, China

  28. PhysReal: Learning Real-World Deformable Object Physics via Hybrid Constitutive Modeling

    Sep 7, 2026Yinan Deng, Jianqiao Song, Yisi Zhang +3Dynamic Scene ReconstructionPhysics-Based Simulation

  29. Puffin-World: Scaling a Unified Multimodal Model with Native 3D World States

    Sep 3, 2026Kang Liao, Yihang Luo, Xiao-Ming Wu +7World ModelsDynamic Scene Reconstruction

    1S-Lab, Nanyang Technological University · University of Michigan · 3Beijing Jiaotong University +1

  30. TruncGradGS: Improved 3D Gaussian Splatting via Truncated Gradient Updates

    Sep 3, 2026Theo Morales, Nhat-Quynh Le-Pham, Robin Atkins +13D Gaussian SplattingGradient Clipping

    Trinity College Dublin · Dolby Laboratories