Zjut-MultimediaPlus / RainformerLinks
Pytorch implementation code of Rainformer
☆25Updated 2 years ago
Alternatives and similar repositories for Rainformer
Users that are interested in Rainformer are comparing it to the libraries listed below
Sorting:
- ☆32Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆114Updated 4 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆31Updated last month
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Updated 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
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆23Updated last year
- ☆10Updated 2 years ago
- [MM 2024]☆25Updated 7 months ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆58Updated 2 years ago
- ☆14Updated 3 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- ☆170Updated last year
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆21Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆148Updated 3 months ago
- [TMLR2026] Video Prediction Transformers without Recurrence or Convolution☆148Updated last week
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Updated 2 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated 2 years ago
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Updated 2 years ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Updated 3 years ago
- 从Convlstm2D的基础上改 编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆35Updated 5 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Updated 3 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago