gaozhihan / PreDiffLinks
[NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
☆148Updated 3 months ago
Alternatives and similar repositories for PreDiff
Users that are interested in PreDiff are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆114Updated 4 months ago
- ☆59Updated last year
- Latent diffusion for generative precipitation nowcasting☆139Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆31Updated last month
- A collection of research papers on Diffusion Models for Weather Forecasting.☆227Updated 6 months ago
- ☆15Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆178Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆34Updated 6 months ago
- Initial public release of code for KARINA☆13Updated last year
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated last year
- Diffusion Probabilistic Downscaling Model☆29Updated last year
- ☆30Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆156Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Updated 10 months ago
- ☆158Updated last month
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆93Updated 9 months ago
- ☆47Updated 10 months ago
- Code for working with the SEVIR weather dataset☆42Updated 3 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆25Updated 3 months ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆22Updated 2 years ago
- ☆37Updated 6 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆23Updated last year
- AI Challenges based on the SEVIR weather dataset☆46Updated 6 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆19Updated last month
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year