3DGS Acceleration

3DGS: 3D Gaussian Splatting

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Overview

The field studies how to make 3D Gaussian Splatting faster and smaller for tasks such as novel-view rendering, scene reconstruction, and mobile or city-scale graphics. Approaches include faster rasterization and tile scheduling, culling and pruning redundant Gaussians, level-of-detail and compression methods, and training changes such as sparse sampling or adaptive densification. Hardware-aware kernels, distributed rendering, and alternative transparency or blending methods target bottlenecks from GPU execution to memory and communication. The main tension is balancing speed and model size against visual fidelity, especially for transparency, fine detail, and varied scenes and devices.

Latest papers

CardsList

63 papers12 papers in the last four weeks, up 300% on the four weeks before. 0.1% of all new papers.

  1. RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian Splatting

    Oct 20, 2026Injae Kim, Minseok Joo, Jihwan Park +33D Gaussian SplattingFeed-Forward 3D Reconstruction

    KAIST · Korea University

  2. Localization and Neural Splatting on the Edge: An FPGA Scene Memory for Robots

    Oct 18, 2026Haohua Que, Mingkai Liu, Tianle Zhu +13DGS AccelerationFPGA Acceleration

    School of Environmental, Civil, Agricultural and Mechanical Engineering, College of Engineering, University of Georgia, Athens, GA 30602, USA

  3. RoMo-GS: Efficient Online 3D Gaussian Splatting for Robot Mapping via Exposure-Integrated Motion Blur

    Oct 17, 2026Sangwoo Jung, Di Deng, Jiahui Fu +33D Gaussian Splatting3D Mapping

    RAI Institute, United States · Department of Mechanical Engineering, Seoul National University, South Korea

  4. Direct Conditional Parameterization for N-Dimensional Splatting

    Oct 16, 2026Zhongpai Gao, Benjamin Planche, Van Nguyen Nguyen +5Gaussian Splatting3D Gaussian Splatting

    United Imaging Intelligence, Boston, MA, USA

  5. Where Should the Gaussians Go? Reusable Label-Aware Allocation for Budget-Constrained Gaussian Splatting of Cinematic CT

    Oct 14, 2026Bowen Xiang, Dingjie Su, Jon S. Heiselman +13D Gaussian Splatting3DGS Acceleration

    Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA · Department of Computer Science, Vanderbilt University, Nashville, TN, USA

  6. TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting

    Oct 7, 2026Jingxing Li, Yongjae Lee, Deliang Fan +33D Gaussian Splatting3DGS Acceleration

    School of Electrical, Computer and Energy Engineering Arizona State University Tempe, AZ, USA · Department of Electrical and Computer Engineering Johns Hopkins University Baltimore, MD, USA

  7. SteadySplats: Resampling of Low-Variance Gaussians for High-Fidelity Stochastic Rendering

    Oct 4, 2026Felix Windisch, Thomas Köhler, Lukas Radl +43D Gaussian Splatting3DGS Acceleration

    Graz University of Technology · University of Copenhagen

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

    Oct 4, 2026Xiaobiao Du, Zhen Fang, Tianqing Zhu +23DGS Compression3D Gaussian Splatting

    Adelaide University, Adelaide, 5005, Australia.

  9. LoCoSplat: Real-Time Feed-Forward 3D Gaussian Splatting with Minimal 3D Reasoning

    Oct 3, 2026Sinan Wang, Jinjin He, Yuchen Sun +33D Gaussian SplattingMulti-View 3D Reconstruction

    Georgia Institute of Technology

  10. Budgeted-GS: Real-Time Large-Scale Gaussian Splatting via Factoring LOD

    Oct 2, 2026Haipeng Wang3DGS Training3D Gaussian Splatting

    Neusoft

  11. EffGS: Efficient and High-Fidelity Gaussian Splatting

    Sep 30, 2026Changbai Li, Shuo Yang, Yichen Yang +23D Gaussian Splatting3D Gaussian Pruning

    Beihang University · Nanyang Technological University

  12. Gaussian Stippling: Efficient Sorting-Free 3D Gaussian Rendering through Hybrid Sampling and Spatiotemporal Reconstruction

    Sep 29, 2026Zijian Huang, Suiliang Mai, Chuankun Zheng +23D Gaussian Splatting3DGS Acceleration

    State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China

  13. 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

  14. From Splats to Silicon: Rethinking Computational Efficiency of 3DGS

    Sep 5, 2026Minnan Pei, Qiwei Dong, Yihan Zhou +73D Gaussian Splatting3DGS Acceleration

    Institute of Automation, Chinese Academy of Sciences, and also with the University of Chinese Academy of Sciences · Nanjing University · Eindhoven University of Technology +1

  15. Laplacian Frequency Hierarchies for Efficient 3D Gaussian Splatting Training

    Sep 3, 2026Yixiong Yang, Sisheng Zhang, Qingsong Yan +23D Gaussian Splatting3DGS Acceleration

    Harbin Institute of Technology, Shenzhen, China · XGRIDS, China

  16. Fast and Compact 3D Gaussian Splatting with Polarized Opacity Prior

    Aug 23, 2026Zi-Ming Wang, Kai-Wen Duan, Kowei Huang +23D Gaussian Splatting3DGS Acceleration

    National Tsing Hua University, Taiwan · National Institute of Informatics, Japan

  17. 3D Gaussian Accelerated Ray Tracing: Fast training through particle-based backward propagation

    Aug 18, 2026Laurent Vit, Oliver Batchelor, Richard Green3D Gaussian Splatting3DGS Acceleration

    University of Canterbury, New Zealand

  18. RoofGS: Roofline-Guided End-to-End Acceleration of 3D Gaussian Splatting

    Aug 16, 2026Yang Luo, Yan Gong, Yongsheng Gao +1Roofline Modeling3D Gaussian Splatting

    State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Harbin 150001, China

  19. DeGS: A Scalable 3DGS Architecture via Decoupled Workload Parsing and Reorganization

    Aug 3, 2026Minnan Pei, Gang Li, Zeyu Zhu +73D Gaussian Splatting3DGS Acceleration

    Institute of Automation, Chinese Academy of Sciences, C2DL, Beijing, China · University of Chinese Academy of Sciences, Beijing, China · Shanghai Jiao Tong University, Shanghai, China

  20. CaT-GS: Efficient 3DGS Rendering for Large Scale Scenes via Inter-frame Caching and Tile Scheduling

    Jul 20, 2026Tingjia Zhang, Bo Chen, Shengzhong Liu +23D Gaussian Splatting3DGS Acceleration

    Shanghai Jiao Tong University · University of Illinois Urbana-Champaign

  21. Rendering 3D Gaussians on a Graph Processor

    Jul 17, 2026Nicholas Fry, Ignacio Alzugaray, Mark Pupilli +23D Gaussian Splatting3DGS Acceleration

    Imperial College London, Department of Computing · Independent Researcher

  22. Bake It Till You Make It: Ultrafast Spatial Texture-Atlas Splatting

    Jul 15, 2026Neel Kelkar, Simon Niedermayr, Kaloian Petkov +23DGS AccelerationNeural Rendering

    Technical University of Munich, Siemens-Healthineers, Munich, Germany · Siemens-Healthineers, Erlangen, Germany

  23. AsySplat: Efficient Asymmetric 3D Gaussian Splatting for Long-Sequence Scene Modeling

    Jul 13, 2026Yingji Zhong, Dave Zhenyu Chen, Fuzhao Ou +43D Gaussian Splatting3DGS Acceleration

    1HKUST · 2Huawei Noah’s Ark Lab · 3CityU

  24. TemporalGS: Training-Free Plug-and-Play Acceleration for 3D Gaussian Splatting Rendering via Temporal Priors

    Jul 3, 2026Yuhongze Zhou, Zihao Yang, Xinxin Zuo +13D Gaussian Splatting3DGS Acceleration

    McGill University, Montr´eal, Canada · University of Waterloo, Waterloo, Canada · Concordia University, Montr´eal, Canada +1

  25. Fast 3D Foundation Model Initialized Gaussian Splatting

    Jul 3, 2026Anurag Dalal, Daniel Hagen, Kjell G. Robbersmyr +13D Gaussian Splatting3DGS Acceleration

    Dep. of Eng. Sciences University of Agder Grimstad, Norway · Top Research Centre Mechatronics University of Agder Grimstad, Norway

  26. Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting

    Jun 29, 2026Xiaobiao Du, YuAn Wang, Hao Li +33DGS Compression3D Gaussian Splatting

    University of Technology Sydney, Australia · Baidu Inc., China · Australian Institute for Machine Learning, Adelaide University, Australia

  27. ACEsplat: Accelerated 3D Gaussian Scene Regression via RGB and Poses Only

    Jun 20, 2026Mingkai Liu, Haohua Que, Dikai Fan +73D Gaussian SplattingScene Coordinate Regression

    Peking University · University of Georgia · Infinity Robotics +3

  28. ACE-GS: Acing the Trade-off with Accurate, Compact and Efficient 3D Gaussian Splatting

    Jun 19, 2026Jijian Zhao3DGS Compression3D Gaussian Splatting

    Huazhong University of Science and Technology, Wuhan, China

  29. Splaxel: Efficient Distributed Training of 3D Gaussian Splatting for Large-scale Scene Reconstruction via Pixel-level Communication

    Jun 17, 2026Wenqi Jia, Zhewen Hu, Ying Huang +103D Gaussian Splatting3DGS Acceleration

    UT Arlington · Texas A&M University · Independent Researcher +5

  30. Local-GS: Accelerating 3D Gaussian Splatting via Tile-Local Warp Coherence

    Jun 15, 2026Yang Luo, Yan Gong, Yongsheng Gao +33D Gaussian Splatting3DGS Acceleration

    State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Harbin 150001, China · State Key Laboratory of Intelligent Green Vehicle and Mobility, the School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China · Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China