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 1 of 7

1. CVPR 20253D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations
2. CVPR 20253D Gaussian Inpainting with Depth-Guided Cross-View Consistency
3. CVPR 20253D-GSW: 3D Gaussian Splatting for Robust Watermarking
4. CVPR 20253D-HGS: 3D Half-Gaussian Splatting
5. CVPR 20253DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting
6. CVPR 20254D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
7. CVPR 2025ActiveGAMER: Active GAussian Mapping through Efficient Rendering
8. CVPR 2025AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction
9. CVPR 2025BARD-GS: Blur-Aware Reconstruction of Dynamic Scenes via Gaussian Splatting
10. CVPR 2025BG-Triangle: Bezier Gaussian Triangle for 3D Vectorization and Rendering
11. CVPR 2025Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression
12. CVPR 2025CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images
13. CVPR 2025CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis
14. CVPR 2025Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting
15. CVPR 2025DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds
16. CVPR 2025DepthSplat: Connecting Gaussian Splatting and Depth
17. CVPR 2025DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering
18. CVPR 2025DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting
19. CVPR 2025DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
20. CVPR 2025DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal
21. CVPR 2025Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration
22. CVPR 2025DroneSplat: 3D Gaussian Splatting for Robust 3D Reconstruction from In-the-Wild Drone Imagery
23. CVPR 2025DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting
24. CVPR 2025EAP-GS: Efficient Augmentation of Pointcloud for 3D Gaussian Splatting in Few-shot Scene Reconstruction
25. CVPR 2025Efficient Decoupled Feature 3D Gaussian Splatting via Hierarchical Compression
26. CVPR 2025Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation
27. CVPR 2025EigenGS Representation: From Eigenspace to Gaussian Image Space
28. CVPR 2025EnvGS: Modeling View-Dependent Appearance with Environment Gaussian
29. CVPR 2025EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
30. CVPR 2025FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video
31. CVPR 2025Feat2GS: Probing Visual Foundation Models with Gaussian Splatting
32. CVPR 2025Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection
33. CVPR 2025FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering
34. CVPR 2025FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering
35. CVPR 2025FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting
36. CVPR 2025Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views
37. CVPR 2025FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
38. CVPR 2025FreeTimeGS: Free Gaussian Primitives at Anytime Anywhere for Dynamic Scene Reconstruction
39. CVPR 2025From Sparse to Dense: Camera Relocalization with Scene-Specific Detector from Feature Gaussian Splatting
40. CVPR 2025GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion
41. CVPR 2025GASP: Gaussian Avatars with Synthetic Priors
42. CVPR 2025GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection
43. CVPR 2025GaussHDR: High Dynamic Range Gaussian Splatting via Learning Unified 3D and 2D Local Tone Mapping
44. CVPR 2025Gaussian Eigen Models for Human Heads
45. CVPR 2025Gaussian Splashing: Unified Particles for Versatile Motion Synthesis and Rendering
46. CVPR 2025Gaussian Splatting Feature Fields for (Privacy-Preserving) Visual Localization
47. CVPR 2025Gaussian Splatting for Efficient Satellite Image Photogrammetry
48. CVPR 2025GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting
49. CVPR 2025GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting
50. CVPR 2025GauSTAR: Gaussian Surface Tracking and Reconstruction

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.