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. EvoGS: Modeling Deformation Evolution for Dynamic Gaussian Splatting

    Sep 1, 2026Wei Dong, Shahram Shirani, Jun Chen +13D Gaussian SplattingDynamic Scene Reconstruction

    The Department of Electrical & Computer Engineering, McMaster University

  2. SMG: Semantic Motion Graph for Monocular Dynamic Gaussian Splatting

    Aug 31, 2026Haozheng Yu, Xinyu Yang, Rundong Luo +23D Gaussian SplattingDynamic Scene Reconstruction

    Cornell University

  3. Amortized Anchor Refinement for Deployable Continuous-Time 4D Gaussian Reconstruction

    Aug 31, 2026Jingong Chen, Qingwen Zhang, Sanghyeon Jun +33D Gaussian Splatting4D Reconstruction

    Department of Electrical Engineering & Computer Science, South Dakota State University, Brookings, SD, USA · Department of Robotics, Perception and Learning, KTH Royal Institute of Technology, Stockholm, Sweden · Department of Built Environment, Aalto University, Espoo, Finland

  4. ATGS: Anchored Temporal Gaussian Splatting for Long Volumetric Video Representation

    Aug 31, 2026Jiahao Wu, Jie Liang, Die Hu +63D Gaussian Splatting4D Reconstruction

    Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media Technology, Shenzhen Graduate School, Peking University, Pengcheng Laboratory, China · Pengcheng Laboratory, China · Shenzhen Graduate School, Peking University, Pengcheng Laboratory, China +1

  5. LaGSplat: Inferring Physics-Governed Interactive Simulation from Monocular Video Using Latent Lagrangian Gaussian Splatting

    Aug 17, 2026Louen Pottier3D Gaussian SplattingLatent Dynamics Modeling

    Université Paris-Saclay, CEA, List, F-91120 Palaiseau, France

  6. Learning Gaussian Structure: Intervention-Guided Density Control for Feed-Forward Driving Reconstruction

    Aug 11, 2026Hang Li, Jiahe Li, Meiying Gu +33D Gaussian SplattingAdaptive Gaussian Densification

    School of Computer Science and Engineering, Beihang University · State Key Laboratory of Software Development Environment, Jiangxi Research Institute, Beihang University · State Key Laboratory of Virtual Reality Technology and System, Beihang University +1

  7. ERF-GS: Reconstructing Fast Motion from Disjoint Event-RGB Viewpoints

    Aug 9, 2026Xiaoyang Bai, Zhenyang Li, Weiwei Xu +23D Gaussian Splatting3D Reconstruction

    Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China · State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China

  8. EgoTrack3D: A Modular Framework for Egocentric 3D Object Tracking

    Aug 8, 2026Jan Kulik, Bjarni Dagur Thor Karason, Yung-Hsu Yang +3Visual Object TrackingDynamic Scene Reconstruction

    ETH Zürich · ETH Zürich & Microsoft Research · ETH Zürich & TUM & MCML

  9. Implicit Neural Speckle Denoising

    Aug 6, 2026Matthew R. Ziemann, Casey J. Pellizzari, Tyler J. Hardy +1Dynamic Scene ReconstructionComputational Imaging

    DEVCOM Army Research Laboratory, 2800 Powder Mill Rd, Adelphi, MD, USA · Department of Computer Science, University of Maryland, 8125 Paint Branch Dr, College Park, MD, USA · Department of Physics and Meteorology, United States Air Force Academy, USAFA, CO, USA

  10. ACA-GS: Adaptive-Capacity Anchored Gaussian Splatting for Compact Dynamic Radiance Fields

    Aug 5, 2026Seunghyeon Song, Joo Chan Lee, Chanung Park +43D Gaussian SplattingNeural Rendering

    Sungkyunkwan University Suwon, Gyeonggi-do Republic of Korea · Electronics and Telecommunications Research Institute Daejeon, Republic of Korea · Yonsei University Seoul, Republic of Korea

  11. ASTRA: Asynchronous Spatio-Temporal Reconstruction via Trajectory Alignment

    Aug 3, 2026Junyu Zhu, Hao Zhu, Xinzhuo Zhang +33D ReconstructionMulti-View 3D Reconstruction

    School of Electronic Science and Engineering, Nanjing University, Nanjing, 210023, China · College of Engineering, Computing and Cybernetics, Australian National University, Canberra, ACT 2601, Australia

  12. D^2-4DGS: Dual-Depth Guided Sparse-Camera 4D Gaussian Splatting

    Aug 3, 2026Jijian Zhao3D Gaussian SplattingDynamic Scene Reconstruction

    Huazhong University of Science and Technology

  13. DynActiveGS: Active Gaussian Splatting for Dynamic Scene Reconstruction

    Aug 2, 2026Hongbo Duan, Pengting Luo, Chengzhi Zhao +33D Gaussian SplattingNext-Best-View Planning

    Tsinghua University, Shenzhen International Graduate School Shenzhen, Guangdong, China · Huawei Technologies Ltd Shenzhen, Guangdong, China · Harbin Institute of Technology, Shenzhen Shenzhen, Guangdong, China +1

  14. Struct-GStream: Towards Efficient Free-Viewpoint Video Streaming at Low-Bitrates with Structured 3D Gaussians

    Aug 2, 2026Han Jiao, Jiakai Sun, Lei Zhao +43DGS Compression3D Gaussian Splatting

    College of Computer Science and Technology, Zhejiang University, China · Chinese Academy of Sciences, Beijing, China · University of Science and Technology Beijing, China

  15. FillGS: Filling Observation Gaps in 4D Gaussian Splatting via Viewpoint-Time Selection and Generative Refinement

    Jul 31, 2026Takashi Otonari, Toshihiko Yamasaki3D Gaussian SplattingActive Perception

    The University of Tokyo, Japan

  16. AdaAnchor4D: Anchor-Conditioned Spatiotemporal Feature Aggregation for Monocular UAV 4D Reconstruction

    Jul 30, 2026Peiyi Xu, Junpeng Zhang, Guanbin Li +64D ReconstructionMonocular 3D Reconstruction

    1Xidian University, Xi’an, China · 2Sun Yat-sen University, Guangzhou, China

  17. Endo-NeRF++: Uncertainty-Aware Neural Rendering with Multi-Resolution Hash Encoding for Dynamic Surgical Scene Reconstruction

    Jul 30, 2026Gousia Habib, Laura Ruotsalainen3D ReconstructionNeural Rendering

    Department of Computer Science, University of Helsinki, Finland

  18. Head Avatars with Dynamic Explicit Hair

    Jul 26, 2026Vanessa Sklyarova, Haonan Chen, Berna Kabadayi +84D ReconstructionDynamic Scene Reconstruction

    ETH Zürich, Switzerland · Max Planck Institute for Intelligent Systems, Tübingen, Germany · Tübingen AI Center, University of Tübingen, Germany +5

  19. SM4RT: Learning Structured Motion Geometry for 4D Reconstruction

    Jul 24, 2026Shing Ho J. Lin, Wenzhao Zheng, Dong Zhuo +33D ViTs4D Reconstruction

    Intelligent Vision Group, Tsinghua University

  20. Future Rendering ≠\neq Future Surface: A Benchmark and Dataset for Dynamic Surface Reconstruction Beyond the Observed Window

    Jul 23, 2026Yukun Shi, Minglun GongDynamic Scene Reconstruction3D Mesh Reconstruction

    University of Guelph

  21. GrainGS: Gradient-Decoupled Gaussian Splatting for Efficient Dynamic Novel View Synthesis

    Jul 23, 2026Jiahao He, Yihua Shao, Zhengkai Zhao +63D Gaussian SplattingDynamic Scene Reconstruction

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China · Institute of Automation, Chinese Academy of Sciences, Beijing, China · Department of Computing, Hong Kong Polytechnic University, Hong Kong, China +4

  22. From Scalars to Time Series: Rethinking Implicit Neural Representations for Time-Varying Volumetric Data

    Jul 23, 2026Weihan Zhang, Xuan Zhao, Yenwen Peng +2Implicit Neural RepresentationsSpatiotemporal Reasoning

    School of Computer Science and Engineering, Sun Yat-sen University · Department of Computer Science, Hong Kong Baptist University · School of Computer Science and Engineering, Sun Yat-sen University, Guangdong Province Key Laboratory of Computational Science, and National Supercomputer Center in Guangzhou

  23. FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head

    Jul 23, 2026Yingdong Hu, Yisheng He, Yiming Jiang +33D Gaussian Splatting4D Reconstruction

    HKUST Hong Kong SAR, China · Tongyi Lab, Alibaba Group Hangzhou, China · Lingnan University Hong Kong SAR, China

  24. Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction

    Jul 21, 2026Hongbo Kang, Tianyi Zhou, Qingyang Yang +4Monocular 3D ReconstructionDynamic Scene Reconstruction

    Tianjin University, Tianjin, China · Cardiff University, Cardiff, United Kingdom

  25. TOM-GS: Editable Video Representation via Temporal Opacity Modulation of Static 3D Gaussians

    Jul 21, 2026Marek Lisowski, Łukasz Smoliński, Kornel Howil +33D Gaussian Splatting3D Scene Editing

    University of Warsaw, Faculty of Mathematics, Informatics, and Mechanics · Jagiellonian University, Faculty of Mathematics and Computer Science · IDEAS Research Institute

  26. IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer

    Jul 21, 2026Zhengyu Zou, Hao Li, Kuixuan Jiao +73D ViTsStreaming 3D Reconstruction

    Horizon Robotics · S-Lab, Nanyang Technological University · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center

  27. AniGS: Bridging Rendering and Diffusion Prior for 3D Scene Animation

    Jul 20, 2026Yen-Chi Cheng, Chen Gao, Chuhan Chen +83D Gaussian SplattingDynamic Scene Reconstruction

    University of Illinois Urbana-Champaign, Champaign-Urbana, Illinois, USA · Meta · Waymo, Bellevue, Washington, USA +2

  28. ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video

    Jul 20, 2026Xiaozhong Lyu, Gen Li, Zhiyin Qian +3Gaze Estimation4D Reconstruction

    ETH Zurich, Switzerland · Delft University of Technology, Netherlands · Microsoft, Switzerland

  29. Rotational Motion-Induced Error Compensation for Phase-Shifting Profilometry-Based Eye Reconstruction

    Jul 16, 2026Seong-Jin An, Sanghoon Jeon, Yatong An +13D ReconstructionDepth Estimation

    Department of Mechanical Engineering, Yonsei University, 03722, Seoul, Republic of Korea · Meta Reality Labs, Redmond, 98052, Washington, USA

  30. Instant NuRec: Feed-Forward 3D Gaussian Reconstruction for Driving Scene Simulation

    Jul 15, 2026NVIDIA, :, Jiahui Huang +143D Gaussian SplattingMulti-View 3D Reconstruction

    NVIDIA†