SongTang-x / SwinLSTM
☆148Updated 9 months ago
Alternatives and similar repositories for SwinLSTM:
Users that are interested in SwinLSTM are comparing it to the libraries listed below
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆56Updated last year
- Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution☆115Updated 3 weeks ago
- ☆30Updated last year
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆128Updated last year
- MM'2024☆18Updated 9 months ago
- Pytorch implementation of Self-Attention ConvLSTM☆92Updated 9 months ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆157Updated 2 months ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆246Updated 2 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆174Updated 4 months ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆131Updated last year
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆19Updated 6 months ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆65Updated 4 years ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆24Updated last year
- An implementation of mLSTM and sLSTM in PyTorch.☆28Updated 11 months ago
- ☆14Updated 2 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆87Updated 7 months ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- PyTorch implementation of AirFormer, AAAI-23☆134Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆80Updated 4 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated 11 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆179Updated 9 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆33Updated 7 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆32Updated 7 months ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆51Updated last year
- Code for "Is Mamba Effective for Time Series Forecasting?"☆278Updated 3 months ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Updated last year
- Official code of paper Self-attention eidetic 3D-LSTM: Video prediction models for traffic flow forecasting. Neurocomputing☆10Updated 2 years ago