sisl / AttentionAugmentedConvLSTMLinks
Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"
☆55Updated 3 years ago
Alternatives and similar repositories for AttentionAugmentedConvLSTM
Users that are interested in AttentionAugmentedConvLSTM are comparing it to the libraries listed below
Sorting:
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆66Updated 4 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆428Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆75Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆117Updated 4 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆154Updated 6 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆105Updated 4 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆104Updated last year
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆265Updated 6 years ago
- Spatio-temporal attention LSTM model for Spatio-temporal series problems☆41Updated 4 years ago
- An implementation by Pytorch☆24Updated 6 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆205Updated 3 years ago
- This is a Pytorch implementation of PredRNN++☆39Updated 5 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆506Updated 2 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆126Updated 6 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Updated 5 years ago
- Implementation of the paper NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting.☆77Updated 4 years ago
- ☆96Updated last year
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated 2 years ago
- A spatiotemporal causal convolutional network for predicting air pollution.☆70Updated 3 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Updated 7 months ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 6 years ago
- ☆11Updated 4 years ago
- A repository for Crash detection in a ResNet+ConvLSTM fashion☆12Updated last year
- Unofficial PyTorch implementation of E3D-LSTM☆128Updated 6 years ago
- Convolutional GRU☆165Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆37Updated 6 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- ☆14Updated 3 years ago
- ☆37Updated 5 years ago