高斯过程论文趋势 2023–2026

GP 回归与分类

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,049 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

高斯过程论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202369274810154
202491366440231
20251064153123323
20261064079116341

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部高斯过程论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,049 篇，第 10 / 21 页

  1. CVPR 2025Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives
  2. CVPR 2025Splatter-360: Generalizable 360 Gaussian Splatting for Wide-baseline Panoramic Images
  3. CVPR 2025Steepest Descent Density Control for Compact 3D Gaussian Splatting
  4. CVPR 2025SVG-IR: Spatially-Varying Gaussian Splatting for Inverse Rendering
  5. CVPR 2025TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model
  6. CVPR 2025TexGaussian: Generating High-quality PBR Material via Octree-based 3D Gaussian Splatting
  7. CVPR 2025Toward Real-world BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting
  8. CVPR 2025Towards Realistic Example-based Modeling via 3D Gaussian Stitching
  9. CVPR 2025UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting
  10. CVPR 2025USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
  11. CVPR 2025UVGS: Reimagining Unstructured 3D Gaussian Splatting using UV Mapping
  12. CVPR 2025Volumetrically Consistent 3D Gaussian Rasterization
  13. CVPR 2025VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction
  14. CVPR 2025WildGS-SLAM: Monocular Gaussian Splatting SLAM in Dynamic Environments
  15. ICLR 20256DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering
  16. ICLR 2025Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
  17. ICLR 2025Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
  18. ICLR 2025Bayesian Analysis of Combinatorial Gaussian Process Bandits
  19. ICLR 2025Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
  20. ICLR 2025Boosting Methods for Interval-censored Data with Regression and Classification
  21. ICLR 2025Deep Kernel Posterior Learning under Infinite Variance Prior Weights
  22. ICLR 2025Deep Random Features for Scalable Interpolation of Spatiotemporal Data
  23. ICLR 2025Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data
  24. ICLR 2025Dimension Agnostic Neural Processes
  25. ICLR 2025Distribution-Specific Agnostic Conditional Classification With Halfspaces
  26. ICLR 2025End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
  27. ICLR 2025Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
  28. ICLR 2025Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
  29. ICLR 2025Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-box Systems
  30. ICLR 2025Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
  31. ICLR 2025High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders
  32. ICLR 2025Identifiability for Gaussian Processes with Holomorphic Kernels
  33. ICLR 2025Improved Sampling Algorithms for Lévy-Itô Diffusion Models
  34. ICLR 2025Learning the Optimal Stopping for Early Classification within Finite Horizons via Sequential Probability Ratio Test
  35. ICLR 2025Linear SCM Identification in the Presence of Confounders and Gaussian Noise
  36. ICLR 2025Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
  37. ICLR 2025MLPs Learn In-Context on Regression and Classification Tasks
  38. ICLR 2025Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
  39. ICLR 2025Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics
  40. ICLR 2025On Scaling Up 3D Gaussian Splatting Training
  41. ICLR 2025Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios
  42. ICLR 2025Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes
  43. ICLR 2025Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
  44. ICLR 2025Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
  45. ICLR 2025ReMatching Dynamic Reconstruction Flow
  46. ICLR 2025Residual Deep Gaussian Processes on Manifolds
  47. ICLR 2025Robust Simulation-Based Inference under Missing Data via Neural Processes
  48. ICLR 2025SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography
  49. ICLR 2025Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
  50. ICLR 2025Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查高斯过程在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "gaussian-processes"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇高斯过程论文？
共 1,049 篇，按年份分别是 2023 年 154 篇、2024 年 231 篇、2025 年 323 篇、2026 年 341 篇。
NeurIPS 2026 有多少篇高斯过程论文？
NeurIPS 2026 有 106 篇高斯过程论文，上一届是 106 篇。
ICLR 2026 有多少篇高斯过程论文？
ICLR 2026 有 40 篇高斯过程论文，上一届是 41 篇。
ICML 2026 有多少篇高斯过程论文？
ICML 2026 有 79 篇高斯过程论文，上一届是 53 篇。
CVPR 2026 有多少篇高斯过程论文？
CVPR 2026 有 116 篇高斯过程论文，上一届是 123 篇。
哪个会议的高斯过程论文最多？
NeurIPS，2023–2026 年共 372 篇。

「概率与贝叶斯」下的其他主题