Gaussian Processes papers, 2023–2026

Key findings

• Gaussian Processes went from 154 papers in 2023 to 341 in 2026, roughly 2.2x in three years.
• NeurIPS publishes the most Gaussian Processes work: 372 papers from 2023 to 2026, 35% of the four-venue total.
• The fastest-growing overlap is with 3D Vision: papers tagged with both rose from 0 in 2023 to 158 in 2026.
• Among the 5 topics under Probabilistic and Bayesian, it ranks #1 by 2026 paper count; the fastest grower in the group, Generative Flows, is up 1.9x versus 2.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Adaptive Prior Selection in Gaussian Process Bandits with Thompson Sampling
• ICML 2026A unified theory of feature learning in RNNs and DNNs
• ICLR 2026Adaptive Gaussian Expansion for On-the-fly Category Discovery
• CVPR 2026Distilling Unsigned Distance Function for Surface Reconstruction from 3D Gaussian
• NeurIPS 2025Accelerated Evolving Set Processes for Local PageRank Computation
• ICML 2025BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
• ICLR 2025Boosting Methods for Interval-censored Data with Regression and Classification
• CVPR 20253D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations
• NeurIPS 2024Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
• ICML 2024A Rate-Distortion View of Uncertainty Quantification
• ICLR 2024A General Framework for User-Guided Bayesian Optimization
• CVPR 2024Deep Imbalanced Regression via Hierarchical Classification Adjustment
• NeurIPS 2023A Bayesian Take on Gaussian Process Networks
• ICML 2023Are Gaussian Data All You Need? The Extents and Limits of Universality in High-Dimensional Generalized Linear Estimation
• ICLR 2023Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference
• CVPR 2023Robust and Scalable Gaussian Process Regression and Its Applications
• NeurIPS 2026Amortized Structured Stochastic Variational Inference for Gaussian Process Latent Variable Models
• ICML 2026ALAS: Additive Learnable Alpha-Stable Kernels for Flexible Bayesian Optimization
• ICLR 2026Continuous multinomial logistic regression for neural decoding
• CVPR 2026ELITE Efficient Gaussian Head Avatar from a Monocular Video via

All Gaussian Processes papers

323 papers, page 2 of 7

51. CVPR 2025GBC-Splat: Generalizable Gaussian-Based Clothed Human Digitalization under Sparse RGB Cameras
52. CVPR 2025Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals
53. CVPR 2025Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise
54. CVPR 2025Geometry Field Splatting with Gaussian Surfels
55. CVPR 2025GIFStream: 4D Gaussian-based Immersive Video with Feature Stream
56. CVPR 2025GPAvatar: High-fidelity Head Avatars by Learning Efficient Gaussian Projections
57. CVPR 2025GuardSplat: Efficient and Robust Watermarking for 3D Gaussian Splatting
58. CVPR 2025Hardware-Rasterized Ray-Based Gaussian Splatting
59. CVPR 2025HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation
60. CVPR 2025HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian Splatting
61. CVPR 2025Horizon-GS: Unified 3D Gaussian Splatting for Large-Scale Aerial-to-Ground Scenes
62. CVPR 2025HRAvatar: High-Quality and Relightable Gaussian Head Avatar
63. CVPR 2025HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
64. CVPR 2025HyperGS: Hyperspectral 3D Gaussian Splatting
65. CVPR 2025iG-6DoF: Model-free 6DoF Pose Estimation for Unseen Object via Iterative 3D Gaussian Splatting
66. CVPR 2025Improving Gaussian Splatting with Localized Points Management
67. CVPR 2025IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
68. CVPR 2025IndoorGS: Geometric Cues Guided Gaussian Splatting for Indoor Scene Reconstruction
69. CVPR 2025Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting
70. CVPR 2025IRGS: Inter-Reflective Gaussian Splatting with 2D Gaussian Ray Tracing
71. CVPR 2025Learnable Infinite Taylor Gaussian for Dynamic View Rendering
72. CVPR 2025LiDAR-RT: Gaussian-based Ray Tracing for Dynamic LiDAR Re-simulation
73. CVPR 2025LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors
74. CVPR 2025LOD-GS: Achieving Levels of Detail using Scalable Gaussian Soup
75. CVPR 2025Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment
76. CVPR 2025Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh
77. CVPR 2025MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks
78. CVPR 2025MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
79. CVPR 2025Mitigating Ambiguities in 3D Classification with Gaussian Splatting
80. CVPR 2025MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting
81. CVPR 2025Monocular and Generalizable Gaussian Talking Head Animation
82. CVPR 2025MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
83. CVPR 2025MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds
84. CVPR 2025NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting
85. CVPR 2025Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction
86. CVPR 2025NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics
87. CVPR 2025Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction
88. CVPR 2025OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
89. CVPR 2025PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting
90. CVPR 2025PGC: Physics-Based Gaussian Cloth from a Single Pose
91. CVPR 2025POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality
92. CVPR 2025PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
93. CVPR 2025RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting
94. CVPR 2025ReCap: Better Gaussian Relighting with Cross-Environment Captures
95. CVPR 2025Ref-GS: Directional Factorization for 2D Gaussian Splatting
96. CVPR 2025RestorGS: Depth-aware Gaussian Splatting for Efficient 3D Scene Restoration
97. CVPR 2025Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting
98. CVPR 2025RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars
99. CVPR 2025RNG: Relightable Neural Gaussians
100. CVPR 2025RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images

FAQ

How many Gaussian Processes papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

1,049 in total: 154 in 2023, 231 in 2024, 323 in 2025, 341 in 2026.

How many Gaussian Processes papers are at NeurIPS 2026?

NeurIPS 2026 has 106 Gaussian Processes papers, versus 106 the year before.

How many Gaussian Processes papers are at ICLR 2026?

ICLR 2026 has 40 Gaussian Processes papers, versus 41 the year before.

How many Gaussian Processes papers are at ICML 2026?

ICML 2026 has 79 Gaussian Processes papers, versus 53 the year before.

How many Gaussian Processes papers are at CVPR 2026?

CVPR 2026 has 116 Gaussian Processes papers, versus 123 the year before.

Which conference publishes the most Gaussian Processes papers?

NeurIPS, with 372 papers from 2023 to 2026.