Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting.
☆160Apr 9, 2024Updated last year
Alternatives and similar repositories for VMRNN-PyTorch
Users that are interested in VMRNN-PyTorch are comparing it to the libraries listed below
Sorting:
- ☆170Jul 30, 2024Updated last year
- [TMLR2026] Video Prediction Transformers without Recurrence or Convolution☆149Jan 13, 2026Updated last month
- Comparing a Mamba model to a LSTM model for weather prediction timeseries data.☆19May 17, 2025Updated 9 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24May 12, 2023Updated 2 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,064Updated this week
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Ofiicial Implementation for Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data☆66Jul 1, 2024Updated last year
- An official code for "MIMO is all you need"☆22Jan 24, 2024Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- [Pattern Recognition 2024] Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models, Dong Li, Jiandon…☆18Jan 18, 2025Updated last year
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆13Mar 25, 2024Updated last year
- Awesome Papers related to Mamba.☆1,389Oct 17, 2024Updated last year
- ☆56Apr 28, 2025Updated 10 months ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆288Feb 21, 2023Updated 3 years ago
- Official code release for the paper Trapped in texture bias? A large scale comparison of deep instance segmentation, accepted at ECCV 202…☆16Jan 16, 2024Updated 2 years ago
- ☆19Mar 13, 2025Updated 11 months ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Simba☆218Mar 24, 2024Updated last year
- ☆15Oct 25, 2022Updated 3 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated last month
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆35Jan 23, 2026Updated last month
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Jul 29, 2025Updated 7 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆151Oct 17, 2025Updated 4 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- Pytorch implementation code of Rainformer☆25Jun 6, 2023Updated 2 years ago
- Tooling for creating, visualising and storing data-driven weather-model graphs☆26Nov 12, 2025Updated 3 months ago
- ☆17Feb 14, 2024Updated 2 years ago
- FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba☆246Apr 14, 2025Updated 10 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Jul 22, 2022Updated 3 years ago
- BM-NAS: Bilevel Multimodal Neural Architecture Search (AAAI 2022 Oral)☆19Dec 6, 2022Updated 3 years ago
- Official implementation of Inconsistency Masks. A robust semi-supervised segmentation framework that reframes model disagreement as a…☆19Jan 23, 2026Updated last month
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆185Jun 12, 2025Updated 8 months ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆711Feb 19, 2026Updated 2 weeks ago
- The code of CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting"☆220Nov 16, 2025Updated 3 months ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆275May 6, 2024Updated last year
- ☆22Mar 23, 2025Updated 11 months ago
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆745Jun 28, 2025Updated 8 months ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆44Mar 16, 2022Updated 3 years ago
- Implementation of a modular, high-performance, and simplistic mamba for high-speed applications☆40Nov 11, 2024Updated last year