gaozhihan / PreDiff
[NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
☆113Updated 4 months ago
Alternatives and similar repositories for PreDiff:
Users that are interested in PreDiff are comparing it to the libraries listed below
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆66Updated 2 months ago
- ☆30Updated 3 months ago
- Latent diffusion for generative precipitation nowcasting☆116Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 3 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆28Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆98Updated 3 weeks ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆36Updated 9 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆24Updated 9 months ago
- Diffusion Probabilistic Downscaling Model☆21Updated 7 months ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated 2 months ago
- ☆30Updated 10 months ago
- A list of Precipitation Nowcasting papers and related resources.☆143Updated 2 months ago
- Initial public release of code for KARINA☆12Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆82Updated 6 months ago
- ☆25Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆106Updated last year
- Diffusion for climate downscaling☆50Updated 7 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆26Updated 4 months ago
- ☆114Updated last month
- ☆17Updated 9 months ago
- MM'2024☆13Updated 6 months ago
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆221Updated this week
- ☆23Updated 3 months ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆62Updated 9 months ago
- Awesome paper about AI for atmosphere science and oceanography☆29Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆137Updated this week
- Integrating Large Weather Models with Data Assimilation☆12Updated 8 months ago
- ☆42Updated 4 months ago