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

231 papers, page 1 of 5

1. CVPR 20243D Geometry-Aware Deformable Gaussian Splatting for Dynamic View Synthesis
2. CVPR 20243DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting
3. CVPR 2024Animatable Gaussians: Learning Pose-dependent Gaussian Maps for High-fidelity Human Avatar Modeling
4. CVPR 2024ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
5. CVPR 2024CoGS: Controllable Gaussian Splatting
6. CVPR 2024COLMAP-Free 3D Gaussian Splatting
7. CVPR 2024Compact 3D Gaussian Representation for Radiance Field
8. CVPR 2024Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
9. CVPR 2024Deep Imbalanced Regression via Hierarchical Classification Adjustment
10. CVPR 2024DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization
11. CVPR 2024DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
12. CVPR 2024Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields
13. CVPR 2024FlashAvatar: High-fidelity Head Avatar with Efficient Gaussian Embedding
14. CVPR 2024FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization
15. CVPR 2024GART: Gaussian Articulated Template Models
16. CVPR 2024GauHuman: Articulated Gaussian Splatting from Monocular Human Videos
17. CVPR 2024Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
18. CVPR 2024Gaussian Shadow Casting for Neural Characters
19. CVPR 2024Gaussian Splatting SLAM
20. CVPR 2024Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particle
21. CVPR 2024GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting
22. CVPR 2024GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces
23. CVPR 2024GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning
24. CVPR 2024GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis
25. CVPR 2024GS-IR: 3D Gaussian Splatting for Inverse Rendering
26. CVPR 2024GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
27. CVPR 2024HiFi4G: High-Fidelity Human Performance Rendering via Compact Gaussian Splatting
28. CVPR 2024HUGS: Human Gaussian Splats
29. CVPR 2024Hyperspherical Classification with Dynamic Label-to-Prototype Assignment
30. CVPR 2024LangSplat: 3D Language Gaussian Splatting
31. CVPR 2024Mip-Splatting: Alias-free 3D Gaussian Splatting
32. CVPR 2024Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering
33. CVPR 2024pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction
34. CVPR 2024Relightable Gaussian Codec Avatars
35. CVPR 2024Riemannian Multinomial Logistics Regression for SPD Neural Networks
36. CVPR 2024SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes
37. CVPR 2024SpecNeRF: Gaussian Directional Encoding for Specular Reflections
38. CVPR 2024SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
39. CVPR 2024Text-to-3D using Gaussian Splatting
40. CVPR 2024Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
41. ICLR 2024A General Framework for User-Guided Bayesian Optimization
42. ICLR 2024A Study of Bayesian Neural Network Surrogates for Bayesian Optimization
43. ICLR 2024A Unified Framework for Bayesian Optimization under Contextual Uncertainty
44. ICLR 2024Amortized Network Intervention to Steer the Excitatory Point Processes
45. ICLR 2024Augmented Bayesian Policy Search
46. ICLR 2024Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data
47. ICLR 2024Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes
48. ICLR 2024Conformal Prediction via Regression-as-Classification
49. ICLR 2024Convolutional Deep Kernel Machines
50. ICLR 2024DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS

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.