3DGS Training

3DGS: 3D Gaussian Splatting

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30 papers5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. 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

  2. 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.

  3. 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

  4. 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

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

    Oct 2, 2026Haipeng Wang3DGS Training3D Gaussian Splatting

    Neusoft

  6. 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

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

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

    ETH Zürich

  8. 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

  9. 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

  10. 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

  11. 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)

  12. 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

  13. 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

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

    Jul 12, 2026Aqi DongBayesian Mixture ModelsDirichlet Process Mixture Models

    Embry-Riddle Aeronautical University

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. ReorgGS: Equivalent Distribution Reorganization for 3D Gaussian Splatting

    May 9, 2026Luchao Wang, Kaimin Liao, Qian Ren +33D Gaussian Splatting3D Reconstruction

  21. AdpSplit: Error-Driven Adaptive Splitting for Faster Geometry Discovery in 3D Gaussian Splatting

    May 7, 2026Yongjae Lee, Jingxing Li, Abhay Kumar Yadav +23D Gaussian Splatting3DGS Acceleration

    Arizona State University · Johns Hopkins University

  22. VkSplat: High-Performance 3DGS Training in Vulkan Compute

    Apr 30, 2026Jingxiang Chen, Mohamed Ibrahim, Yang Liu3D Gaussian Splatting3DGS Acceleration

    Huawei Canada

  23. Drop-In Perceptual Optimization for 3D Gaussian Splatting

    Mar 23, 2026Ezgi Ozyilkan, Zhiqi Chen, Oren Rippel +23D Gaussian SplattingPerceptual Loss

    Apple · New York University Tandon School of Engineering

  24. The Role of Initialization in 3D Gaussian Splatting

    Mar 21, 2026Ivan Desiatov, Torsten Sattler3DGS Training3D Gaussian Splatting

    Czech Technical University in Prague, Faculty of Electrical Engineering · Czech Technical University in Prague, Czech Institute of Informatics, Robotics and Cybernetics

  25. Matryoshka Gaussian Splatting

    Mar 19, 2026Zhilin Guo, Boqiao Zhang, Hakan Aktas +113D Gaussian Splatting3DGS Training

    University of Cambridge · Chalmers University of Technology · Google

  26. Speeding Up the Learning of 3D Gaussians with Much Shorter Gaussian Lists

    Mar 10, 2026Jiaqi Liu, Zhizhong Han3DGS Training3D Gaussian Splatting

    Machine Perception Lab, Wayne State University, Detroit, USA

  27. SkipGS: Post-Densification Backward Skipping for Efficient 3DGS Training

    Mar 9, 2026Jingxing Li, Yongjae Lee, Deliang Fan3D Gaussian Splatting3DGS Acceleration

    Arizona State University, Tempe, AZ 85281, USA

  28. Improving Continual Learning for Gaussian Splatting based Environments Reconstruction on Commercial Off-the-Shelf Edge Devices

    Mar 9, 2026Ivan Zaino, Matteo Risso, Daniele Jahier Pagliari +33DGS Training3D Gaussian Splatting

    Politecnico di Torino · VERSES

  29. G3Splat: Geometrically Consistent Generalizable Gaussian Splatting

    Dec 19, 2025Mehdi Hosseinzadeh, Shin-Fang Chng, Yi Xu +33D Gaussian Splatting3D Reconstruction

    Australian Institute for Machine Learning · Goertek Alpha Labs · MBZUAI

  30. GaussTrap: Stealthy Backdoor Attacks on 3D Gaussian Splatting for Targeted Scene Misperception

    Apr 29, 2025Jiaxin Hong, Sixu Chen, Shuoyang Sun +53D Gaussian Splatting3DGS Training

    Harbin Institute of Technology(Shenzhen) · South China University of Technology · Shenzhen Internation Graduate School, Tsinghua University +1