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

37 papers, page 1 of 1

1. NeurIPS 2025AliO: Output Alignment Matters in Long-Term Time Series Forecasting
2. NeurIPS 2025Bubbleformer: Forecasting Boiling with Transformers
3. NeurIPS 2025Conformal Prediction for Time-series Forecasting with Change Points
4. NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
5. NeurIPS 2025DBLoss: Decomposition-based Loss Function for Time Series Forecasting
6. NeurIPS 2025DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition
7. NeurIPS 2025Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
8. NeurIPS 2025Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting
9. NeurIPS 2025Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
10. NeurIPS 2025FlowMixer: A Depth-Agnostic Neural Architecture for Interpretable Spatiotemporal Forecasting
11. NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
12. NeurIPS 2025Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
13. NeurIPS 2025How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
14. NeurIPS 2025Improving Time Series Forecasting via Instance-aware Post-hoc Revision
15. NeurIPS 2025Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
16. NeurIPS 2025Learning to Factorize Spatio-Temporal Foundation Models
17. NeurIPS 2025Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting
18. NeurIPS 2025LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting
19. NeurIPS 2025Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
20. NeurIPS 2025Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
21. NeurIPS 2025Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
22. NeurIPS 2025OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
23. NeurIPS 2025OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales
24. NeurIPS 2025On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
25. NeurIPS 2025Online Time Series Forecasting with Theoretical Guarantees
26. NeurIPS 2025POCO: Scalable Neural Forecasting through Population Conditioning
27. NeurIPS 2025RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting
28. NeurIPS 2025SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
29. NeurIPS 2025Selective Learning for Deep Time Series Forecasting
30. NeurIPS 2025SEMPO: Lightweight Foundation Models for Time Series Forecasting
31. NeurIPS 2025SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting
32. NeurIPS 2025Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
33. NeurIPS 2025TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting
34. NeurIPS 2025Towards Accurate Time Series Forecasting via Implicit Decoding
35. NeurIPS 2025TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
36. NeurIPS 2025WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
37. NeurIPS 2025xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories

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.