thuml / MotionRNN
About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/abs/2103.02243
☆56Updated last year
Alternatives and similar repositories for MotionRNN:
Users that are interested in MotionRNN are comparing it to the libraries listed below
- ☆28Updated last year
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- ☆143Updated 7 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆74Updated 3 months ago
- ☆14Updated 2 years 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
- Official PyTorch Code for Paper: PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners☆103Updated 2 weeks ago
- Pytorch implementation of Self-Attention ConvLSTM☆89Updated 8 months ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆18Updated 5 months ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 5 years ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆464Updated last year
- STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction, CVPR2022☆18Updated 2 years ago
- ☆12Updated last year
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆246Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆117Updated 5 months ago
- Video Predicting using ConvLSTM and pytorch☆115Updated 3 years ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆91Updated 3 months ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆11Updated 3 months ago
- ☆91Updated 7 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆26Updated 10 months ago
- MM'2024☆15Updated 8 months ago
- ☆37Updated 4 months ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆102Updated 4 years ago
- ☆21Updated last year
- ☆39Updated last year
- 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.☆33Updated 4 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 4 months ago