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 356 篇，第 6 / 8 页

  1. NeurIPS 2025TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
  2. NeurIPS 2025WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
  3. NeurIPS 2025xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
  4. CVPR 2024Driving into the Future: Multiview Visual Forecasting and Planning with World Model for Autonomous Driving
  5. CVPR 2024Forecasting of 3D Whole-body Human Poses with Grasping Objects
  6. CVPR 2024FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations
  7. CVPR 2024HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
  8. CVPR 2024Language-driven All-in-one Adverse Weather Removal
  9. CVPR 2024SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments
  10. CVPR 2024Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions
  11. CVPR 2024UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
  12. ICLR 2024ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
  13. ICLR 2024Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values
  14. ICLR 2024CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
  15. ICLR 2024ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
  16. ICLR 2024DAM: Towards a Foundation Model for Forecasting
  17. ICLR 2024iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
  18. ICLR 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
  19. ICLR 2024Multi-Resolution Diffusion Models for Time Series Forecasting
  20. ICLR 2024Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
  21. ICLR 2024Periodicity Decoupling Framework for Long-term Series Forecasting
  22. ICLR 2024Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
  23. ICLR 2024Self-Supervised Contrastive Learning for Long-term Forecasting
  24. ICLR 2024TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
  25. ICLR 2024TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
  26. ICLR 2024Towards Transparent Time Series Forecasting
  27. ICLR 2024Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
  28. ICML 2024$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
  29. ICML 2024A decoder-only foundation model for time-series forecasting
  30. ICML 2024Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving
  31. ICML 2024An Analysis of Linear Time Series Forecasting Models
  32. ICML 2024CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
  33. ICML 2024Clifford-Steerable Convolutional Neural Networks
  34. ICML 2024Conformalized Adaptive Forecasting of Heterogeneous Trajectories
  35. ICML 2024Consistent Long-Term Forecasting of Ergodic Dynamical Systems
  36. ICML 2024Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
  37. ICML 2024DiffDA: a Diffusion model for weather-scale Data Assimilation
  38. ICML 2024Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
  39. ICML 2024Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
  40. ICML 2024Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
  41. ICML 2024Interacting Diffusion Processes for Event Sequence Forecasting
  42. ICML 2024Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach
  43. ICML 2024Loss Shaping Constraints for Long-Term Time Series Forecasting
  44. ICML 2024Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
  45. ICML 2024SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
  46. ICML 2024SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
  47. ICML 2024The Merit of River Network Topology for Neural Flood Forecasting
  48. ICML 2024Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning
  49. ICML 2024Towards a Self-contained Data-driven Global Weather Forecasting Framework
  50. ICML 2024Unified Training of Universal Time Series Forecasting Transformers

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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