Gaussian Splatting

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Overview

Gaussian Splatting represents a scene as many learnable Gaussian primitives, which are projected and composited to render new views efficiently. Methods refine these primitives through differentiable rendering, often using densification and pruning, while newer approaches add geometry priors, planar primitives, or feed-forward prediction. The field spans static novel-view synthesis, dynamic 4D reconstruction, and SLAM, with evaluation on benchmarks such as Mip-NeRF 360, DTU, N3DV, and KITTI. A central challenge is balancing rendering quality and geometric accuracy with memory, speed, and reliable reconstruction from sparse or changing views.

Latest papers

CardsList

82 papers4 papers in the last four weeks, down 56% on the four weeks before. 0.0% of all new papers.

  1. 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

  2. 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

  3. DoReMe: Dual optimization of Reconstruction and Motion estimation for self-navigated free-breathing abdominal MRI using Gaussian Splatting

    Oct 13, 2026Majd Helo, Dominik Nickel, Thomas KuestnerMagnetic Resonance ImagingGaussian Splatting

    Medical Image and Data Analysis · Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany

  4. Gaussian Density Splatting Network

    Oct 7, 2026Miao Shang, Yabin Wang, Xiaopeng HongCrowd CountingDensity Estimation

    Faculty of Computing Harbin Institute of Technology

  5. 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

  6. From Mono to Stereo: Accelerating Binocular Gaussian Splatting via Reprojection and Selective Patching

    Sep 25, 2026Hongfei Zhu, Ling ZhouGaussian Splatting3D Gaussian Splatting

    Shanghai Jiao Tong University, Shanghai, China · Alpha Labs, Goertek, Shanghai, China

  7. Ultra-fast Neural Inference for Stochastic Gaussian Splatting Denoising

    Sep 22, 2026Chenxiao Hu, Hao Zhang, Yanchen Zhang +3Image DenoisingGaussian Splatting

    School of Computer Science, Peking University

  8. Deformable 2D Gaussian Splatting for Efficient 4K Video Compression

    Sep 12, 2026Chenhao Zhang, Fengqing ZhuGaussian Splatting CompressionVideo Compression

    Purdue University, West Lafayette, Indiana, U.S.A.

  9. ConeGaussian: Anti-Aliased Gaussian Ray-Tracing for Generic Central Cameras

    Sep 11, 2026Deheng Zhang, Letian Shi, Runyi Yang +6Gaussian Splatting3D Gaussian Splatting

    INSAIT, Sofia University “St. Kliment Ohridski” · vivo Mobile Communication Co., Ltd., Shenzhen, China

  10. Hologram Representation via Quadratic Phase Gaussian Splatting

    Sep 10, 2026Haolong Wang, Yicheng Zhan, Kaan Akşit +1Image Reconstruction3D Scene Representation

    Swansea University, United Kingdom · University College London, United Kingdom

  11. Generalizable 6D Pose Estimation of Textureless Objects with Planar-based Gaussian Splatting

    Sep 7, 2026Jie Lu, Hengtan Zhang, Li Gong +7Object Pose EstimationGaussian Splatting

    College of Future Information Technology, Fudan University, Shanghai, China. · College of Intelligent Robotics and Advanced Manufacturing, Fudan University, Shanghai, China. · Turku Intelligent Embedded and Robotic Systems (TIERS) Lab, University of Turku, 20014 Turku, Finland. +1

  12. CC-4DGS: Computational Deformation and Point-Cloud Compression for Storage-Efficient Dynamic Gaussian Splatting

    Sep 2, 2026Kyungdae Park, Chae Eun RheeDynamic Gaussian SplattingGaussian Splatting

    Department of Artificial Intelligence Semiconductor Engineering, Hanyang University, Seoul 04763, South Korea · Department of Electronic Engineering, Hanyang University, Seoul 04763, South Korea

  13. EvoGS: Modeling Deformation Evolution for Dynamic Gaussian Splatting

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

    The Department of Electrical & Computer Engineering, McMaster University

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

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

    Cornell University

  15. PAGS: Autofocusing Photoacoustic Tomography via Speed-of-Sound-Adaptive Gaussian Splatting

    Aug 26, 2026Jiarui Ge, Jintao Ma, Bangxu Fan +4Photoacoustic TomographyImage Reconstruction

    MoE Key Lab of Artificial Intelligence, Institute of AI, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China. · National Biomedical Imaging Center, College of Future Technology, Peking University, Beijing, China. · Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China. +2

  16. TR-GS: High-Fidelity Sparse-View CT Volumetric Rendering via t-Distribution Gaussian Splatting and Ray-Confidence Modeling

    Aug 17, 2026Zedong Xiao, Yiren Wang, Zhou Liu +23D Medical ImagingSparse-View CT Reconstruction

    Shenzhen University Shenzhen, China · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) Shenzhen, China

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

    Jul 30, 2026Peiyi Xu, Junpeng Zhang, Guanbin Li +64D ReconstructionDynamic Gaussian Splatting

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

  18. GLAM-SLAM: Real-time Gaussian Large-scale Mapping via Flow Densification and Spatial Decomposition

    Jul 23, 2026Panagiotis Mermigkas, Argyris Manetas, Petros MaragosSimultaneous Localization and Mapping3D Gaussian Splatting

    HERON - Hellenic Robotics Center of Excellence, Athena Research Center, Greece. · Institute of Robotics, Athena Research Center, Marousi, Greece. · Electrical and Computer Engineering, National Technical University of Athens, 15780 Zografou, Athens, Greece.

  19. Locality-Aware Density Control for Efficient Gaussian-based Image Representation

    Jul 20, 2026Jiacong Chen, Qingyu Mao, Xiandong Meng +53D Gaussian SplattingAdaptive Gaussian Densification

    Shenzhen University Shenzhen, China · Pengcheng Laboratory Shenzhen, China · Harbin Institute of Technology (Shenzhen) Shenzhen, China

  20. FF-ProCams: Feed-Forward Gaussian Splatting for Projector-Camera System

    Jul 20, 2026Ziyao Wang, Yuqi Li, Wenxing Zheng +2Inverse RenderingSparse-View 3D Reconstruction

  21. Splat-based 3D Scene Reconstruction with Extreme Motion-blur

    Jul 18, 2026Hyeonjoong Jang, Dongyoung Choi, Donggun Kim +2Image Deblurring3D Reconstruction

    KAIST · HYPERGRAM

  22. AnythingReality: Robust Online Gaussian Splatting SLAM for Open-Vocabulary VR Scene Exploration

    Jul 10, 2026Timofei Kozlov, Dmitrii Maliukov, Andrey Marchenko +23D Gaussian SplattingStreaming 3D Reconstruction

    Intelligent Space Robotics Laboratory, Skolkovo Institute of Science and Technology, Moscow, Moscow, Russian Federation · NLP Research Center, Moscow, Russian Federation

  23. PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

    Jul 7, 2026Lihua Wei, Huatong Gao, Jia Gong +4Medical Image Super-ResolutionMagnetic Resonance Imaging

    School of Biomedical Engineering, ShanghaiTech University, Shanghai 201210, China · School of Biomedical Engineering, ShanghaiTech University, Shanghai 201210, China, and also with the Shanghai Academy of AI for Science, Shanghai, China · Shanghai Academy of AI for Science, Shanghai, China +4

  24. DL-SLAM: Enabling High-Fidelity Gaussian Splatting SLAM in Dynamic Environments based on Dual-Level Probability

    Jul 2, 2026Ziheng Xu, Qingfeng Li, Xuefeng Liu +2Simultaneous Localization and MappingDynamic Scene Reconstruction

    ACMMM 2026, , Rio de Janeiro, Brazil

  25. Unified Panoramic-Gaussian Representation for Monocular 4D Scene Synthesis

    Jul 2, 2026Yuankun Yang, Yi Wei, Wenyang Zhou +1Camera-Conditioned Video GenerationDynamic Gaussian Splatting

    School of Data Science, Fudan University · 2Central Media Technology Institute, Huawei

  26. MVFusion-GS: Motion-Variance Guided Temporal Attention for High-Quality Dynamic Gaussian Splatting

    Jul 2, 2026Jianwei Hu, Tingxuan Huang, Hengyu Zhou +43D Gaussian Splatting3D Reconstruction

    Tsinghua University, Beijing, China · The University of Texas at Dallas, Richardson, TX, USA · University of Electronic Science and Technology of China, Chengdu, China

  27. NURBS Splatting: A Unified Differentiable Rendering Framework for Vector Graphics

    Jun 30, 2026Jingye Qiu, Shizhe ZhouDifferentiable RenderingGaussian Splatting

    Hunan University, Changsha, China

  28. MyGO-Splat: Multi-Objective Closed-Loop Geometric Feedback for RGB-Only Gaussian SLAM

    Jun 29, 2026Fan Zhu, Ziyu Chen, Zhenjun Zhao +53D Gaussian Splatting3DGS SLAM

    HFIPS, Chinese Academy of Sciences, Hefei, China. · University of Science and Technology of China, Hefei, China. · Tohoku University, Sendai, Japan +3

  29. Resonant Brane Splatting for Arbitrary-Scale Super-Resolution

    Jun 28, 2026Giulio Federico, Giuseppe Amato, Claudio Gennaro +2Differentiable RenderingGaussian Splatting

    University of Pisa, Pisa, Italy · ISTI-CNR, Pisa, Italy

  30. 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