3DGS Training

3DGS: 3D Gaussian Splatting

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

  1. Hierarchical Incremental Beta Splatting for Online Reconstruction

    Nov 5, 2026Linus Franke3D Gaussian SplattingStreaming 3D Reconstruction

    University of Würzburg

  2. IGSW: Multi-Weather Urban Scene Reconstruction with Intrinsic-Decoupled Gaussian Splatting

    Nov 3, 2026Zhongquan Wang, Long Cao, Peijia Xie +3Urban Scene ReconstructionDynamic Scene Reconstruction

    College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing 400044, China

  3. 3D Gaussian Splatting within Self-Learned Neural View-Dependent Color Fields

    Nov 2, 2026Yixiao Yang, Yu-Shen Liu, Zhizhong Han3DGS TrainingNovel View Synthesis

    School of Software, Tsinghua University, Beijing, China · Department of Computer Science, Wayne State University, Detroit, USA

  4. Unified Loss-Aware Density Control for 3D Gaussian Splatting

    Nov 1, 2026Tae-Young Kim, Jiwoo Chung, Jae-Pil Heo3D Gaussian Splatting3DGS Training

    Sungkyunkwan University

  5. ACD-GS: Asymmetric Curvature-aware Densification for 3D Gaussian Splatting

    Oct 29, 2026Houqiang Zhong, Tianchi Zhu, Qiang Hu +33D Gaussian Splatting3DGS Training

    School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China · SJTU Paris Elite Institute of Technology, Shanghai Jiao Tong University, Shanghai, China · Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China

  6. PrinGS: Privacy Preservation in Gaussian Splatting

    Oct 26, 2026Gaurav Behera, Abhinav Raundhal, Archisha Panda +33D Gaussian SplattingPrivacy-Preserving Representation Learning

    IIIT Hyderabad, India

  7. Complexity-guided Regularization for Generalizable Human Gaussian Splatting

    Oct 26, 2026Gun Ryu, Gi-Mun Um, Won-Sik Cheong +13D Gaussian SplattingGaussian Splatting

    Konkuk University · Electronics and Telecommunications Research Institute

  8. DimFlow: Bidirectional Grid-Expert Learning for Dynamic Gaussian Reconstruction

    Oct 26, 2026Gabriel Adineera, Jinoh KimDynamic Scene Reconstruction4D Reconstruction

    Gabriel Adineera and Jinoh Kim are with Texas A&M University-Commerce, USA.

  9. BoundedGS: Memory-Efficient High-Resolution Training for 3D Gaussian Splatting

    Oct 25, 2026Xiaobin Deng, Changyu Diao, Min Li +13D Gaussian Splatting3DGS Training

    Zhejiang University

  10. KoalaGS: Complexity-Aware Continuous Level of Detail for Gaussian Splatting

    Oct 20, 2026Radu Beche, Raoul de Charette3D Gaussian Splatting3DGS Training

    Work done while visiting the Astra-Vision group at Inria, Paris. · TUCN · Inria

  11. Counting Contributions, Not Views: Occlusion-Aware Densification for 3D Gaussian Splatting

    Oct 19, 2026Marcel Rogge, René Schuster, Didier Stricker3D Gaussian Splatting3DGS Training

    University Kaiserslautern-Landau – RPTU · German Research Center for Artificial Intelligence – DFKI

  12. Rethinking Sparse-View 3D Gaussian Splatting: A Few-Shot Learning Perspective on Overfitting Prevention

    Oct 19, 2026Lejia Ye, Bin Wu, Jingjing Gao +2Novel View SynthesisSparse-View 3D Reconstruction

    School of Aeronautics and Astronautics, Sun Yat-sen University, China

  13. Where Do the Gaussians Go? Foreground Attraction for Camera-Based Weakly Supervised 3D Occupancy

    Oct 19, 2026Jeagon Song, Jhonghyun An3D Occupancy Prediction3D Scene Understanding

    School of Computing, Gachon University, Seongnam 13120, Republic of Korea.

  14. InfiniSplat v2: Analyzing and Improving Feed-Forward 3DGS from Any Views

    Oct 14, 2026Yongzhen Hu, Hao Yu, Jiawei Wang +73D Gaussian SplattingFeed-Forward 3D Reconstruction

    Zhejiang University · Hello TransTech · Shenzhen University +1

  15. SPLATIFY: Reproduce, Discover, Innovate! From Papers and Ideas to Trainable 3DGS Code

    Oct 6, 2026Seemandhar Jain, Keshav Gupta, Manmohan ChandrakerCode Generation3D Gaussian Splatting

    University of California, San Diego

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

    Oct 2, 2026Haipeng Wang3DGS Training3D Gaussian Splatting

    Neusoft

  17. 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

  18. Gauss What You Need: Compact Gaussian Splatting Across Scene Scales

    Sep 25, 2026Afif Boudaoud, Jiayi Liu, Alexandru Calotoiu +13D Gaussian Splatting3DGS Training

    ETH Zürich

  19. 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

  20. 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

  21. TopoGS: Topology-Aware Anchor Feature Aggregation for Large-Scale 3D Gaussian Splatting

    Aug 20, 2026Wei Zhang, Shiqiang Gong, Shengkai Yu +43D Gaussian Splatting3DGS Training

    School of Computer Science, and with the School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an 710072, P. R. China · School of Computer Science, Northwestern Polytechnical University, Xi’an 710072, P. R. China · School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi’an 710072, P. R. China +1

  22. JSGS: JPEG State-Guided Supervision for 3D Gaussian Splatting from Mixed-Quality Views

    Aug 9, 2026Jinhua Cui, Anhong Wang, Kai Hu +53D Gaussian Splatting3D Reconstruction

    1Taiyuan University of Science and Technology · 2Chn Energy Digital Intelligence Technology Development (Beijing)

  23. Exploration Matters for Escaping the Blur Trap in 3D Gaussian Splatting

    Jul 20, 2026Chengbo Wang, Guozheng Ma, Jinhong Wu +23D Gaussian Splatting3D Reconstruction

    1Hunan University · 2Nanyang Technological University

  24. 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

  25. DP-Splat: Bayesian Nonparametric Complexity Control for Gaussian Splatting

    Jul 12, 2026Aqi DongBayesian Mixture ModelsDirichlet Process Mixture Models

    Embry-Riddle Aeronautical University

  26. Rendering-Aware Bayesian 3D Gaussian Splatting with Native Uncertainty and Adaptive Complexity Control

    Jul 6, 2026Gaoxiang Jia, Vikram Appia, Junzhou Huang +1Active View SelectionActive Perception

    Advanced Micro Devices, Inc. · Dept. of Computer Science and Engineering University of Texas at Arlington · Dept. of Mathematics & Division of Data Science University of Texas at Arlington

  27. Eulerian Gaussian Splatting using Hashed Probability Pyramids

    May 27, 2026Mia Gaia Polansky, George Kopanas, Stephan Garbin +23D Gaussian SplattingNeural Rendering

    Harvard University · Google DeepMind · Google

  28. ForeSplat: Optimization-Aware Foresight for Feed-Forward 3D Gaussian Splatting

    May 21, 2026Yuke Li, Weihang Liu, Cheng Zhang +83D Gaussian SplattingMeta-Learning

    ShanghaiTech University · GGU Technology Co., Ltd · Stereye

  29. TideGS: Scalable Training of Over One Billion 3D Gaussian Splatting Primitives via Out-of-Core Optimization

    May 19, 2026Chonghao Zhong, Linfeng Shi, Hua Chen +43D Gaussian Splatting3D Scene Representation

    Hong Kong University of Science and Technology · Great Wall Motor · Tsinghua University +1

  30. Learn2Splat: Extending the Horizon of Learned 3DGS Optimization

    May 15, 2026Naama Pearl, Stefano Esposito, Haofei Xu +63D Gaussian SplattingMeta-Learning

    University of Tübingen, Tübingen AI Center · ETH Zurich · Meta Reality Labs