viorik / ConvLSTM
Spatio-temporal video autoencoder with convolutional LSTMs
☆290Updated 8 years ago
Related projects: ⓘ
- A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.☆399Updated 9 months ago
- Unsupervised Learning of Video Representations using LSTMs☆357Updated 6 years ago
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆419Updated 7 years ago
- convolutional lstm implementation in pytorch☆156Updated 7 years ago
- ConvLSTMCell for TensorFlow☆60Updated 6 years ago
- ☆171Updated 6 years ago
- Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction☆109Updated 5 years ago
- InfoGAN: Interpretable Representation Learning☆154Updated 7 years ago
- This is the project for LS-GAN (Loss-Sensitive GAN)☆212Updated 7 years ago
- ☆67Updated this week
- Implementation of a Variational Auto-Encoder in TensorFlow☆208Updated 7 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 4 years ago
- Code for Folded Recurrent Neural Networks☆41Updated 6 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆257Updated 4 years ago
- Adversarially Learned Inference☆311Updated 6 years ago
- Implementation of Variational Auto-Encoder in Torch7☆267Updated 7 years ago
- Video Pixel Networks in Tensorflow☆55Updated 6 years ago
- Batch normalized LSTM for tensorflow☆179Updated 7 years ago
- Torch implementations of various types of autoencoders☆467Updated 7 years ago
- Recurrent Visual Attention Model☆135Updated 5 years ago
- See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN☆226Updated 4 years ago
- Code for Recurrent Spatial Transformer Networks☆161Updated 8 years ago
- Chainer implementation of adversarial autoencoder (AAE)☆258Updated 6 years ago
- Convolutional Gated Recurrent Units implemented in PyTorch☆190Updated 6 years ago
- ☆287Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆186Updated 6 years ago
- Clockwork RNN in TensorFlow☆61Updated 6 years ago
- Implementation of a couple deep learning models using TensorFlow☆145Updated 5 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆396Updated 2 years ago
- A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational A…☆595Updated 7 years ago