3D Gaussian Pruning

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6 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. 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

  2. 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

  3. Rate-Distortion Adaptive Primitive Selection for Omnidirectional Gaussian Splatting

    Sep 28, 2026Yulong Cheng, Youneng Bao, Junfeng Zhou +23DGS Compression3D Gaussian Pruning

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

  4. OceanXL: Large-scale Underwater 3D Gaussian Splatting via Block Partitioning and Adaptive Pruning

    Sep 24, 2026Haoran Wang, Shaoyu Cai, Adrian Azzarelli +73D Gaussian Splatting3D Gaussian Pruning

    University of Bristol, UK · National University of Singapore, Singapore · National Park Service’s Submerged Resources Center, USA

  5. 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

  6. PhGS: Post-Hoc Pruning and Refinement of Single-View Feed-Forward 3D Gaussian Reconstructions

    Sep 17, 2026Rinto Yagawa, Han Cheng, Dieter Schmalstieg +23DGS Compression3D Gaussian Splatting

    Keio University · University of Stuttgart

  7. LinearMask-GS: Stable-Mask Importance Pruning for Compact 3D Gaussian Splatting

    Sep 9, 2026Donghun Ryu, Minhyeok Lee3DGS Compression3D Gaussian Splatting

    Department of Intelligent Semiconductor Engineering Chung-Ang University Seoul, Republic of Korea · School of Electrical and Electronics Engineering Chung-Ang University Seoul, Republic of Korea

  8. QIRF Quantum-Inspired Non-Orthogonal Function-Space Compression for 3D Gaussian Splatting

    Jul 20, 2026Shizeng Jiang, Hao Zhang, Xuerui Ma +23DGS Compression3D Gaussian Splatting

    1,2,5 School of Electronic Information, Central South University, China · 3,4 Hunan Malanshan Audio and Video Laboratory, China

  9. SPARE-GS: Structural Parsimony and Resource Efficiency for 3D Gaussian Splatting

    Jul 18, 2026Zhang Chen, Shuai Wan, Fuzheng Yang +33D Gaussian Splatting3D Gaussian Pruning

    School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, China · Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China · School of Telecommunication Engineering, Xidian University, Xi’an 710071, China +2

  10. AdaptiveSplat:Texture Aware Controllable 3D Gaussian Allocation for Feed-Forward Reconstruction

    Jul 5, 2026Badrinath Singhal, Srihari K G, Sreehari Iyer +23D Gaussian Splatting3D Gaussian Pruning

    Vision and AI Lab, Indian Institute of Science, Bangalore · Samsung R & D Institute India - Bangalore

  11. Provable Pruning for Efficient 3D Gaussian Splatting via Coresets

    Jul 2, 2026Waseem Mousa, Alaa Maalouf3DGS Compression3D Gaussian Splatting

    Department of Computer Science, University of Haifa

  12. Pocket-SLAM: Rendering-Area-Aware Pruning for Memory-Efficient 3DGS-SLAM

    Jun 23, 2026Leshu Li, Jie Peng, Yang ZhaoSimultaneous Localization and Mapping3D Gaussian Pruning

    University of Minnesota, Twin Cities, USA · University of North Carolina at Chapel Hill, USA

  13. 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

  14. REFINE: Super-efficient 3D Gaussian Splatting Pruning via Rendering-Free Primitive Importance

    Jun 8, 2026Zhang Chen, Shuai Wan, Mengting Yu +23D Gaussian Splatting3D Gaussian Pruning

    School of Electronics and Information, Northwestern Polytechnical University · School of Telecommunication Engineering, Xidian University · Department of Computer Science, City University of Hong Kong

  15. SparseStreet: Sparse Gaussian Splatting for Real-Time Street Scene Simulation

    Jun 2, 2026Qingpo Wuwu, Xiaobao Wei, Peng Chen +63DGS Compression3D Gaussian Splatting

    Peking University China · Chinese Academy of Sciences China · University of Illinois Urbana-Champaign United States +1

  16. VEDAL: Variational Error-Driven Asynchronous Learning for 3D Gaussian Splatting Pruning

    Jun 1, 2026Aoduo Li, Jiancheng Li, Huan Ye +53DGS Compression3D Gaussian Splatting

    Guangdong University of Technology · Huizhou Boluo Power Supply Bureau, Guangdong Power Grid Co., Ltd. · Shenzhen Polytechnic University +1

  17. MMGS: 10×\times Compressed 3DGS through Optimal Transport Aggregation based on Multi-view Ranking

    May 19, 2026Beizhen Zhao, Sicheng Yu, Ziran Yin +23DGS Compression3D Gaussian Splatting

    The Hong Kong University of Science and Technology (Guangzhou)

  18. BlitzGS: City-Scale Gaussian Splatting at Lightning Speed

    May 13, 2026Zhongtao Wang, Huishan Au, Yilong Li +63D Gaussian Splatting3D Gaussian Pruning

    Peking University, China

  19. GETA-3DGS: Automatic Joint Structured Pruning and Quantization for 3D Gaussian Splatting

    May 3, 2026Baobing Zhang, Wanxin Sui3DGS CompressionMixed-Precision Quantization

    Robotics Research Group, School of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield, AL10 9AB, United Kingdom · Department of Electronic and Electrical Engineering, Brunel University London, Kingston Lane, Uxbridge, Middlesex, UB8 3PH, United Kingdom

  20. MesonGS++: Post-training Compression of 3D Gaussian Splatting with Hyperparameter Searching

    Apr 29, 2026Shuzhao Xie, Junchen Ge, Weixiang Zhang +103DGS Compression3D Gaussian Splatting

    Shenzhen International Graduate School, Tsinghua University, Shenzhen, China · The Hong Kong University of Science and Technology, Hong Kong SAR, China · Harbin Institute of Technology, Shenzhen, China +6

  21. Gaussians on a Diet: High-Quality Memory-Bounded 3D Gaussian Splatting Training

    Apr 21, 2026Yangming Zhang, Jian Xu, Chaojian Li +73D Gaussian Splatting3D Gaussian Pruning

    Dept. of Computer Science University of Texas at Arlington · School of Computer Science Georgia Institute of Technology · School of Computing University of Georgia +2