3D Gaussian Splatting

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  1. Poisson2Gaussian: Noise Gaussianization to Enhance Image Denoising

    Jun 22, 2026Xirou Zhou, Zijing Xu, Yibo Qu +3Image Denoising3D Gaussian Splatting

  2. Scalable Bayesian Additive Models for Stellar Flare Detection via Amortized Gaussian Process Inference and Hidden Markov Models

    Jun 21, 2026Rodrigo Herrera, Vianey Leos-Barajas, Gwendolyn Eadie +2Gaussian ProcessBayesian

  3. Projection-Volume Fidelity Divergence: Diagnosing and Controlling Optimization Drift in Sparse-View 3D Gaussian Tomography

    Jun 21, 2026Yikuang Yuluo, Ao Wang, Shen Kuan +6Tomography3D Gaussian Splatting

  4. Lighting-Consistent Object Transfer Across Radiance Fields

    Jun 21, 2026Nicolás Violante, George Kopanas, Linus Franke +23D Gaussian SplatsWireless Radiance Field

  5. Physics-Informed Domain-Invariant Feature Learning with Autoencoder-Driven Gaussian Clustering for Robust Non-line-of-Sight Scenarios

    Jun 21, 2026Nisha L. Raichur, Lucas Heublein, Dominik Seuß +2Direction-Of-Arrival EstimationPhysics-Informed Machine Learning

  6. Multi4D: High-Fidelity Dynamic Gaussian Splatting via Multi-Level Competitive Allocation

    Jun 20, 2026Rui Wang, Quentin Lohmeyer, Siyu Tang +13D GaussianHigh-Fidelity

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

    Jun 20, 2026Mingkai Liu, Haohua Que, Dikai Fan +73D Gaussian SplatsFeed-Forward 3D Gaussian Reconstruction

  8. Mesh2GS: White-Box 3DGS Construction via Plenoptic Sampling

    Jun 20, 2026Haoran Zhu, Youcheng Cai, Huangsheng Du +23D Gaussian Splats3D Reconstruction

  9. Scene-Level Heterogeneous Physics Simulation with 3D Gaussian Splats

    Jun 19, 2026Xiaoyang Liu, Shangzhe Wu, Kai Han3D Gaussian Splats3D Assets

  10. Finite-Sample Performance of Gradient Descent in Logistic Regression with Gaussian Design

    Jun 19, 2026Junren Chen, Arya MazumdarFinite-SampleGradient Descent

  11. LOGOS: LiDAR-Only Gaussian Elevation Splatting for Unified Tiny Obstacle Segmentation

    Jun 19, 2026Nan Ming, Yeqiang Qian, Chunxiang Wang +1LidarObstacle Avoidance

  12. Non-line-of-sight imaging with arbitrary relay surface geometries via 3D Gaussian Transient Rendering

    Jun 19, 2026Yi Wang, Ziyu Zhan, Yuran Wang +53D Gaussian3D Object Understanding

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

    Jun 19, 2026Jijian Zhao3D Gaussian Splats3D Object Understanding

  14. Enhancing Differentially Private Mechanisms via Empirical Bayes

    Jun 19, 2026Minwoo Kim, Junyong Park, Sungkyu JungDifferential PrivacyBayesian

  15. From Uncertainty to Stability and Fidelity: Guiding Sparse-View 3D Gaussian Splatting with Fisher Information

    Jun 18, 2026Junbao Zhou, Qingshan Xu, Yuan Zhou +73D Gaussian SplatsNovel View Synthesis

  16. LIT-GS: LiDAR-Inertial-Thermal Gaussian Splatting for Illumination-Robust Mapping

    Jun 18, 2026Shikuan Shi, Chunran Zheng, Jiaming Xu +3Robust Lidar-Inertial OdometryLight Detection And Ranging

  17. Evidential Fusion Network for Multimodal Survival Prediction under Missing Modalities

    Jun 18, 2026Yucheng Xing, Hailan Mo, Zi Wang +2Missing ModalitiesSurvival Predictions

  18. QueryGaussian: Scalable and Training-Free Open-Vocabulary 3D Instance Retrieval

    Jun 18, 2026Xiuyuan Zhu, Ke Lu, Zijie Yang +33D Scene Understanding3D Object Understanding

  19. Hand-4DGS: Feed-Forward 3D Gaussian Splatting for 4D Hand Reconstruction from Egocentric Videos

    Jun 17, 2026Jeongmin Bae, Seoha Kim, Marc Pollefeys +33D Hand4D Reconstruction

  20. Point-Cloud-Assistant Localized Statistical Channel Prediction by Tangent Gaussian Splatting

    Jun 17, 2026Ye Xue, Yiheng Wang, Xinhua Shao +3Channel ModelingHigh-Fidelity Radio Map Construction

  21. 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 SplatsDynamic Scene Reconstruction

  22. Exponentially many initializations to avoid barren plateaus

    Jun 16, 2026Ankit Kulshrestha, Ricard Puig, Diego García-Martín +4Worst-CaseConcentration Inequalities

  23. AIGS-Net: Compact Illumination Field Modeling via 2D Gaussian Splatting for Fast Low-Light Image Enhancement

    Jun 16, 2026Yuhan Chen, Kunyang Huang, Fuchen Li +4Low-Light Image EnhancementIllumination

  24. Differential Privacy of Gaussian Process Posterior Sampling

    Jun 16, 2026Tomasz MaciazekDifferential PrivacyGaussian Process

  25. MoonSplat: Monocular Online Gaussian Splatting with Sim(3) Global Optimization

    Jun 16, 2026Guo Pu, Yixuan Han, Haofeng Li +33D Reconstruction3D Gaussian Splats

  26. GSPan: A Continuous Gaussian Primitive Representation for Arbitrary-Scale Pansharpening

    Jun 16, 2026Fangyi Li, Xiaoyuan Yang, Yixiao Li +3Hyperspectral ImagingGaussian Splatting

  27. Fisher Width: A Geometric Measure of Complexity on Statistical Manifolds

    Jun 16, 2026Vu Khac KyFisher InformationStatistical Manifold

  28. GASE: Gaussian Splatting-Based Automated System for Reconstructing Embodied-Simulation Environments

    Jun 16, 2026Jiawei Zhang, Yiming Yan, Chao Liang +8Sim-To-Real Gap3D Gaussian Splatting

  29. Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning

    Jun 16, 2026Oriol Vendrell-Gallart, Nima Negarandeh, Ramin BostanabadNeural OperatorsGaussian Process

  30. TreeGRNG: Binary Tree Gaussian Random Number Generator for Efficient Probabilistic AI Hardware

    Jun 15, 2026Jonas Crols, Guilherme Paim, Shirui Zhao +1Bayesian Neural NetworksRandom

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

    Jun 15, 2026Yang Luo, Yan Gong, Yongsheng Gao +33D Gaussian Splats3D Gaussian

  32. RealityBridge: Bridging Editable 3D Gaussian Splatting Driving Simulations and Real-World Videos

    Jun 15, 2026Zhenhua Wu, Yun Pang, Mingkun Chang +4Driving SceneControllable Video Generation

  33. PolyMerge: Compressing 3D Gaussian Splats with Polytope Coverings for Provably Safe Resource-Constrained Navigation

    Jun 15, 2026Jihoon Hong, Chih-Yuan Chiu, Sara Fridovich-Keil +13D Gaussian SplatsPolytopes

  34. Fi-Gaussian: Frequency-Aware Implicit Gaussian Splatting for Single Image Dehazing

    Jun 15, 2026Yuhan Chen, Ying Fang, Guofa Li +5Single Image DehazingGaussian Splatting

  35. Dehaze-GaussianImage: Zero-Shot Dehazing via Efficient 2D Gaussian Splatting Representation

    Jun 15, 2026Yuhan Chen, Wenxuan Yu, Guofa Li +5Single Image DehazingGaussian Splatting

  36. Continuous Splatting meets Retinex: Continuous Gaussian Splatting and Implicit Reflectance Modeling for Low-Light Image Enhancement

    Jun 15, 2026Yuhan Chen, Yicui Shi, Guofa Li +5Retinex TheoryLow-Light Image Enhancement

  37. TurboGS: Accelerating 3D Gaussian Splatting via Error-Guided Sparse Pixel Sampling and Optimization

    Jun 14, 2026Zheng Dong, Daifei Qiu, Pinxuan Dai +53D Gaussian SplatsBoundary-Aware

  38. High-Fidelity 4D Hand-Object Capture via Multi-View Spatiotemporal Tracking and Physics-Aware Gaussians

    Jun 14, 2026Bo Peng, Xu Chen, Yi Gu +63D Hand4D Reconstruction

  39. EmoZone-Talker: Regional Semantic Control of Audio-Driven 3DGS Talking Heads via Facial Action Units

    Jun 14, 2026Tingting Chen, Shaojun Wang, Huaye Zhang +2Facial AnimationFacial Expression Recognition

  40. Stochastic trace estimation with tensor train random vectors

    Jun 14, 2026Zvonimir Bujanović, Daniel Kressner, Hrvoje Olić3D Gaussian SplattingRandom

  41. Phase Transition in Convex Relaxations for Graph Alignment

    Jun 14, 2026Laurent Massoulié, Sushil Mahavir Varma, Louis Vassaux +1Semidefinite ProgrammingFeature Alignment

  42. Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model

    Jun 13, 2026Siyu Chen, Beining Wu, Miao Lu +2Optimal Sample ComplexityTwo-Layer Neural Networks

  43. SplatlessDF: Continuous Distance Field Mapping with Non-Splatting Gaussians

    Jun 12, 2026Monisha Mushtary Uttsha, Lan Wu, Teresa Vidal-CallejaContinuous Distance Field3D Gaussian Splatting

  44. Approximating Gaussian Whittle-Matern Fields over Well-Centered Triangulations of Riemannian Manifolds

    Jun 11, 2026Srinivas NambirajanRiemannian ManifoldsKernel Hilbert Spaces

  45. Zero-Inflated Gaussian Distributions Enable Parameter-Space Sparsity in Estimation-of-Distribution Algorithms

    Jun 11, 2026Andreas Faust, Sven Nitzsche, Juergen BeckerSparsityBlack-Box Optimization

  46. MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold

    Jun 11, 2026Yang Zhou, Ziheng Wang, Yuqin Lu +4Video World ModelsControllable Video Generation

  47. Runtime Analysis of the (μ+1)(μ+ 1)-ES in a Homogenous Progress Model

    Jun 11, 2026Johannes Lengler, Raghu Raman RaviEvolutionary SearchOptimization Landscape

  48. Distributional Loss for Robust Classification

    Jun 11, 2026Kathleen Anderson, Thomas MartinetzCandidate Label DistributionsLoss Function

  49. A unified complexity bound for logconcave sampling

    Jun 10, 2026Yunbum Kook, Santosh S. VempalaNon-Log-ConcaveExponents

  50. Wild3R: Feed-Forward 3D Gaussian Splatting from Unconstrained Sparse Photo Collection

    Jun 10, 2026Yuto Furutani, Takashi Otonari, Kaede Shiohara +1Feed-Forward 3D Gaussian SplattingFeed-Forward 3D Gaussian

  51. Scene-Adaptive Nonlinear Tone Curves for Pseudo Ground-Truth Generation in Low-Light 3D Gaussian Splatting

    Jun 10, 2026Mingzhe Lyu, Jinqiang Cui, Hong Zhang3D Gaussian SplatsNovel View Synthesis

  52. Seeing What Matters: Perceptual Wrapper with Common Randomness for 3D Gaussian Splatting

    Jun 10, 2026He-Bi Yang, Jing-Zhong Chen, Yen-Kuan Ho +53D Gaussian Splats3D Object Understanding

  53. Identifiability Without Gaussianity: Symbolic World Models and Near-Infinite Temporal Consistency

    Jun 9, 2026Seth Dobrin, Łukasz ChmielIdentifiabilityLatent Dynamics

  54. Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more

    Jun 9, 2026Spencer Compton, Jerry LiDensity Ratio EstimationOptimal Sample Complexity

  55. A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting

    Jun 9, 2026Matthew Cong, Francis Williams, Jonathan Swartz +3Gaussian SplattingPytorch

  56. TRON: Tracing Rays to Orchestrate a Neural Renderer for 3D Gaussian Reconstructions

    Jun 9, 2026Or Perel, Hassan Abu Alhaija, Zian Wang +4Neural RenderingFeed-Forward 3D Gaussian Reconstruction

  57. Robust Regression of General ReLUs with Queries

    Jun 9, 2026Ilias Diakonikolas, Daniel M. Kane, Mingchen MaRectified Linear UnitOptimal Sample Complexity

  58. Boosting ECG Classification Performance by Pre-training with Synthesized Data

    Jun 9, 2026Naoki Nonaka, Jun SeitaElectrocardiogram ClassificationPediatric-Adult Electrocardiogram Alignment

  59. Envision4D: Envisioning Visual Futures via Feed-forward 4D Gaussian Splatting for Autonomous Driving

    Jun 9, 2026Qi Song, Yifei He, Chi Zhang +6Autonomous DrivingPhotometric Supervision

  60. ManiSplat: Manipulation Trajectory Synthesis from Monocular Video via Decoupled 3D Gaussian Splatting

    Jun 9, 2026Wenhao Hu, Haonan Zhou, Liu Liu +5Dynamic Scene Reconstruction3D Gaussian Splats