天气预报论文趋势 2023–2026

数值天气与 AI

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 356 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

天气预报论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20231074526
2024291624877
2025372229795
202661345211158

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

全部天气预报论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 77 篇，第 1 / 2 页

  1. CVPR 2024Driving into the Future: Multiview Visual Forecasting and Planning with World Model for Autonomous Driving
  2. CVPR 2024Forecasting of 3D Whole-body Human Poses with Grasping Objects
  3. CVPR 2024FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations
  4. CVPR 2024HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
  5. CVPR 2024Language-driven All-in-one Adverse Weather Removal
  6. CVPR 2024SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments
  7. CVPR 2024Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions
  8. CVPR 2024UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
  9. ICLR 2024ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
  10. ICLR 2024Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values
  11. ICLR 2024CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
  12. ICLR 2024ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
  13. ICLR 2024DAM: Towards a Foundation Model for Forecasting
  14. ICLR 2024iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
  15. ICLR 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
  16. ICLR 2024Multi-Resolution Diffusion Models for Time Series Forecasting
  17. ICLR 2024Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
  18. ICLR 2024Periodicity Decoupling Framework for Long-term Series Forecasting
  19. ICLR 2024Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
  20. ICLR 2024Self-Supervised Contrastive Learning for Long-term Forecasting
  21. ICLR 2024TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
  22. ICLR 2024TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
  23. ICLR 2024Towards Transparent Time Series Forecasting
  24. ICLR 2024Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
  25. ICML 2024$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
  26. ICML 2024A decoder-only foundation model for time-series forecasting
  27. ICML 2024Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving
  28. ICML 2024An Analysis of Linear Time Series Forecasting Models
  29. ICML 2024CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
  30. ICML 2024Clifford-Steerable Convolutional Neural Networks
  31. ICML 2024Conformalized Adaptive Forecasting of Heterogeneous Trajectories
  32. ICML 2024Consistent Long-Term Forecasting of Ergodic Dynamical Systems
  33. ICML 2024Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
  34. ICML 2024DiffDA: a Diffusion model for weather-scale Data Assimilation
  35. ICML 2024Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
  36. ICML 2024Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
  37. ICML 2024Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
  38. ICML 2024Interacting Diffusion Processes for Event Sequence Forecasting
  39. ICML 2024Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach
  40. ICML 2024Loss Shaping Constraints for Long-Term Time Series Forecasting
  41. ICML 2024Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
  42. ICML 2024SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
  43. ICML 2024SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
  44. ICML 2024The Merit of River Network Topology for Neural Flood Forecasting
  45. ICML 2024Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning
  46. ICML 2024Towards a Self-contained Data-driven Global Weather Forecasting Framework
  47. ICML 2024Unified Training of Universal Time Series Forecasting Transformers
  48. ICML 2024What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
  49. NeurIPS 2024Are Language Models Actually Useful for Time Series Forecasting?
  50. NeurIPS 2024Are Self-Attentions Effective for Time Series Forecasting?

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 查天气预报在 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": "weather-forecasting"}

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天气预报论文？
共 356 篇，按年份分别是 2023 年 26 篇、2024 年 77 篇、2025 年 95 篇、2026 年 158 篇。
NeurIPS 2026 有多少篇天气预报论文？
NeurIPS 2026 有 61 篇天气预报论文，上一届是 37 篇。
ICLR 2026 有多少篇天气预报论文？
ICLR 2026 有 34 篇天气预报论文，上一届是 22 篇。
ICML 2026 有多少篇天气预报论文？
ICML 2026 有 52 篇天气预报论文，上一届是 29 篇。
CVPR 2026 有多少篇天气预报论文？
CVPR 2026 有 11 篇天气预报论文，上一届是 7 篇。
哪个会议的天气预报论文最多？
NeurIPS，2023–2026 年共 137 篇。

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