3D Gaussian Splatting

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Period ending 2026-09-21

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382 papers

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  1. Distributional Loss for Robust Classification

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

  2. A unified complexity bound for logconcave sampling

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

  3. 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

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

    Jun 9, 2026Seth Dobrin, Łukasz ChmielIdentifiabilityLatent Dynamics

  5. 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

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

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

  7. 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

  8. Robust Regression of General ReLUs with Queries

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

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

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

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

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

  11. 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

  12. Trainability of IQP Quantum Circuit Born Machines Under Gaussian Initialization

    Jun 8, 2026Gennaro De LucaQuantum Machine LearningQuantum Circuit Simulation

  13. Integrating Out, Twice:The Open-System Case That Neural-Network Ensemble Theory Is Missing

    Jun 8, 2026Jin LeiNeural Tangent KernelNuclear Data

  14. Performance Evaluation of Social Learning

    Jun 8, 2026Felice Scala, Marco Carpentiero, Vincenzo Matta +1Complex NetworksEqual Error Rate

  15. Leveraging NeRF-Rendered Images for 3D Gaussian Splatting

    Jun 8, 2026Mizuki Morikawa, Yuta Shimizu, Chunyu Li +2Neural Radiance Fields3D Gaussian

  16. Pointwise Complexity for Gaussian Fields: Upper Envelopes, Algorithmic Lower Bounds, and Separation

    Jun 6, 2026Yunbei XuGaussian ProcessMinimax

  17. RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery

    Jun 4, 2026Valentin Wagner, Sebastian Bullinger, Christoph Bodensteiner +1Gaussian SplattingSatellite Imagery

  18. Breaking Time: A Fully Gaussian Framework for Distributed and Continuous-Time SLAM

    Jun 4, 2026Davide Ceriola, Simone Ferrari, Luca Di Giammarino +2Simultaneous Localization And Mapping3D Gaussian Splatting

  19. Self-Learning Expression Deformations for Data-Efficient Gaussian Avatars

    Jun 4, 2026Jiahao Yang, Xiaohang Yang, Qing Wang +3Animatable 3D Human AvatarsFacial Expression Recognition

  20. Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting

    Jun 3, 2026Hongyu Zhou, Zorah Lähner3D Gaussian SplatsGaussian Splatting

  21. ZipSplat: Fewer Gaussians, Better Splats

    Jun 3, 2026Alexander Veicht, Sunghwan Hong, Dániel Baráth +1Gaussian SplattingFeed-Forward 3D Gaussian

  22. Analytical Evaluation of DCA Convergence Properties for Minimizing Prediction Functions of Gaussian RBF Support Vector Regression

    Jun 2, 2026Yohei Kakimoto, Yuto Omae, Hirotaka TakahashiConvex OptimizationRadial Basis Function

  23. PersistGS: Differentiable Physics for Object Permanence in 4D Gaussian Splatting

    Jun 2, 2026Adrian Ramlal, John S. Zelek3D Gaussian SplatsGaussian Splatting

  24. Topology-Aware Gaussian Graph Repair for Robust Graph Neural Networks

    Jun 2, 2026Anubha Goel, Juho KanniainenGraph Neural NetworksGraph Representation Learning

  25. Hierarchical GRU with Input-Conditioned Slot Queries for Ball Action Anticipation

    Jun 2, 2026Parthsarthi RawatGated Recurrent UnitSpatio-Temporal Transformers

  26. BEAST3D: Animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting

    Jun 1, 2026Yanchen Wang, Lenny Aharon, Wangshu Zhu +7Multi-View3D Representation

  27. Scalable Derivative Gaussian Processes via Exact Gradient Reduction

    Jun 1, 2026Hyunseok Seung, Matthias KatzfussGaussian ProcessGradient Descent

  28. Are we really tilting? The mechanics of reward guidance in flow and diffusion models

    Jun 1, 2026Sanjit Dandapanthula, Nicholas M. BoffiReward GradientsReward-Guided Diffusion

  29. Learning Action-Conditional and Object-Centric Gaussian Splatting World Models for Rigid Objects

    Jun 1, 2026Jens U. Kreber, Lukas Mack, Joerg StuecklerEfficient World-Action ModelWorld Models

  30. UR-JEPA: Uniform Rectifiability as a Regularizer for Joint-Embedding Predictive Architectures

    May 31, 2026Triet M. LeJoint-Embedding Predictive ArchitecturesSphere-Jepa

  31. Statistical Analysis of using the Shapley Value for Sensor Anomaly Localization with Accurate Classifiers

    May 30, 2026Xubin Fang, Rick S. BlumShapley ValueAnomalous Frame Detection

  32. Directed Distance Fields for Constant-Time Ray Queries on Gaussian Splatting

    May 30, 2026Subhankar MIshraGeometry-Aware Ray CastingContinuous Distance Field

  33. Beyond Static Gaussians: An Empirical Investigation of Architectural Paradigms for Dynamic 3D Scene Reconstruction

    May 30, 2026Adrian Ramlal, John S. ZelekDynamic Scene Reconstruction3D Gaussian Splats

  34. Optimizing 3D Gaussian Splatting via Point Cloud Upsampling

    May 30, 2026Adrian Ramlal, Yan Song Hu, John S. Zelek3D Gaussian SplatsCertified Point-Cloud

  35. Learning Global Motion with Compact Gaussians for Feed-Forward 4D Reconstruction

    May 29, 2026Mungyeom Kim, Minkyeong Jeon, Honggyu An +104D ReconstructionMonocular Videos

  36. Benchmarking Single-Step Inpainting Methods for Multi-Object 3D Gaussian Splatting Scenes

    May 29, 2026Finn Dröge, Cecilia Curreli, Abhishek Saroha +13D Gaussian SplatsInpainting

  37. Reachability and asymptotics of Gaussian Transformer dynamics

    May 29, 2026Albert Alcalde, Zhengping Ji, Enrique ZuazuaTransformer ArchitecturesProbability Measures

  38. Spectral Anatomy of Quantum Gaussian Process Kernels

    May 29, 2026Jian Xu, Chao Li, Guang Lin +4Quantum KernelsGaussian Process

  39. Local linear convergence of gradient methods for overparameterized Gaussian mixtures

    May 29, 2026Jingxing Wang, Vasileios Charisopoulos, Maryam FazelGaussian Mixture ModelsOver-Parameterized Neural Networks

  40. Supercharging Thermal Gaussian Splatting with Depth Estimation

    May 28, 2026Manoj Biswanath, Chenxin Cai, Hannah Schieber +2Thermal Imaging3D Gaussian Splats

  41. Boosting Zero-Shot 3D Style Transfer with 2D Pre-trained Priors

    May 28, 2026Xin Dong, Yunzhi Teng, Wenfeng Deng +1Photorealistic Style Transfer3D Scene Understanding

  42. EMAG: Differentiable 4D Gaussian Mixture Splatting for EEG Spatial Super-Resolution

    May 28, 2026Alex Lazarovich, Ofir Itzhak Shahar, Gur Elkin +1Electroencephalography Spatial Super-Resolution3D Gaussian Splatting

  43. Learning Representations from 3D Gaussian Splats

    May 28, 2026Julia Farganus, Krzysztof Żurawicki, Arkadiusz Gaweł +23D Gaussian Splats3D Scene Understanding

  44. Eulerian Gaussian Splatting using Hashed Probability Pyramids

    May 27, 2026Mia Gaia Polansky, George Kopanas, Stephan Garbin +2Gaussian SplattingRasterization

  45. Mind the Gap: Mixtures of Gaussians in Approximate Differential Privacy

    May 27, 2026Huikang Liu, Aras Selvi, Wolfram WiesemannDifferential PrivacyGaussian Mixture Models

  46. Proper Agnostic Learning of Functions of Halfspaces under Gaussian Marginals

    May 26, 2026Sergei Tikhonov, Arsen VasilyanOptimal Sample ComplexityBinary Classification

  47. On the Subgaussianity of Quantized Linear Maps: An AI-Assisted Note

    May 26, 2026Guangyi Zou, Roman VershyninConcentration Inequalities3D Gaussian Splatting

  48. Risk Averse Alert Prioritization for IDS Using Subnormal Gaussian Fuzzy Models

    May 26, 2026Murat MoranIntrusion DetectionEarly Warning

  49. Gaussian Process-based learning with new MCMC-based implementation of Wishart prior on correlation matrix

    May 26, 2026Kane Warrior, Dalia ChakrabartyGaussian ProcessCovariance Estimation

  50. Gaussian-Voxel Duet: A Dual-Scaffolding Hybrid Representation for Fast and Accurate Monocular Surface Reconstruction

    May 26, 2026Zhenhua Du, Zhen Tan, Haoyu Zhang +3Voxel3D Gaussian Splatting

  51. Underwater360: Reconstructing Underwater Scenes from Panoramic Images with Omnidirectional Gaussian Splatting

    May 26, 2026Jiangbei Hu, Weichao Song, Shibo Yu +8Underwater ImageryUnderwater Image Enhancement

  52. Classification and detection of multiple UAVs using rational Gaussian wavelet neural networks

    May 25, 2026Ungvári Gergő, Ferenc Braun, Attila Ámon +4Unmanned Aerial Vehicle DetectionUncrewed Aerial Vehicles

  53. Collaborative Navigation and Exploration with ββ-Sparse Gaussian Processes

    May 25, 2026Evangelos Psomiadis, Dipankar Maity, Panagiotis TsiotrasSocial Robot NavigationSimultaneous Localization And Mapping

  54. F-RNG: Feed-Forward Relightable Neural Gaussians

    May 25, 2026Guangming Fu, Jiahui Fan, Jian Yang +2Image RelightingNeural Rendering

  55. Accelerated Spatio-Temporal Gaussian Rendering via Kinematic and Semantic Priors

    May 25, 2026Denis Gridusov, Maxim Popov, Sergey Kolyubin3D Gaussian3D Gaussian Splatting

  56. Capability and Robustness Cannot Both Be Free: An Information-Theoretic Bound for Vision-Language-Action Models

    May 25, 2026Jianwei TaiCross-Architecture GeneralizationInformation-Theoretic Limits

  57. SplitAvatar: One-shot Head Avatar with Autoregressive Gaussian Splitting

    May 25, 2026Hongzhe Liao, Chuhua Xian, Hongmin Cai +2Animatable 3D Human AvatarsAvatars

  58. CodecSplat: Ultra-Compact Latent Coding for Feed-Forward 3D Gaussian Splatting

    May 25, 2026Pengpeng Yu, Runqing Jiang, Qi Zhang +3Feed-Forward 3D Gaussian SplattingFeed-Forward 3D Gaussian

  59. Adversarial Water-Filling: Theory, Algorithms, and a Domain-Specific Wireless Foundation Model

    May 24, 2026Xindi Tong, Chee Wei Tan, H. Vincent PoorWireless Resource AllocationSpectrum

  60. A Geometric Gaussian Mixture Representation of Plane Curves

    May 24, 2026Ali Darijani, Benedikt Stratmann, Jürgen BeyererCurvesPolygons