Weather Forecasting papers, 2023–2026

Key findings

• Weather Forecasting went from 26 papers in 2023 to 158 in 2026, roughly 6.1x in three years.
• NeurIPS publishes the most Weather Forecasting work: 137 papers from 2023 to 2026, 38% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 1 in 2023 to 13 in 2026.
• Among the 5 topics under Climate and Physical Sciences, it ranks #2 by 2026 paper count; the fastest grower in the group, Scientific Simulation, is up 4.3x versus 6.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026AdaST: Adaptive Coupling for Spatial-Temporal Forecasting
• ICML 2026Doubly Outlier-Robust Online Infinite Hidden Markov Model
• ICLR 2026ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
• CVPR 2026NimbusGS Unified 3D Scene Reconstruction under Hybrid Weather
• NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
• ICML 2025Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
• ICLR 2025CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
• CVPR 2025Continuous Adverse Weather Removal via Degradation-Aware Distillation
• NeurIPS 2024Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
• ICML 2024Conformalized Adaptive Forecasting of Heterogeneous Trajectories
• ICLR 2024ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
• CVPR 2024HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
• NeurIPS 2023SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
• ICML 2023ClimaX: A foundation model for weather and climate
• ICLR 2023Compressing multidimensional weather and climate data into neural networks
• CVPR 2023Trajectory-Aware Body Interaction Transformer for Multi-Person Pose Forecasting
• NeurIPS 2026AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
• ICML 2026Lightweight and Interpretable Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast
• ICLR 2026TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
• CVPR 2026STCast Adaptive Boundary Alignment for Global and Regional Weather Forecasting

All Weather Forecasting papers

77 papers, page 1 of 2

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?

FAQ

How many Weather Forecasting papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

356 in total: 26 in 2023, 77 in 2024, 95 in 2025, 158 in 2026.

How many Weather Forecasting papers are at NeurIPS 2026?

NeurIPS 2026 has 61 Weather Forecasting papers, versus 37 the year before.

How many Weather Forecasting papers are at ICLR 2026?

ICLR 2026 has 34 Weather Forecasting papers, versus 22 the year before.

How many Weather Forecasting papers are at ICML 2026?

ICML 2026 has 52 Weather Forecasting papers, versus 29 the year before.

How many Weather Forecasting papers are at CVPR 2026?

CVPR 2026 has 11 Weather Forecasting papers, versus 7 the year before.

Which conference publishes the most Weather Forecasting papers?

NeurIPS, with 137 papers from 2023 to 2026.