viorik / ConvLSTM
Spatio-temporal video autoencoder with convolutional LSTMs
☆293Updated 8 years ago
Alternatives and similar repositories for ConvLSTM:
Users that are interested in ConvLSTM are comparing it to the libraries listed below
- A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.☆399Updated last year
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆420Updated 7 years ago
- Unsupervised Learning of Video Representations using LSTMs☆358Updated 6 years ago
- ☆171Updated 7 years ago
- ConvLSTMCell for TensorFlow☆60Updated 7 years ago
- Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction☆109Updated 5 years ago
- convolutional lstm implementation in pytorch☆157Updated 7 years ago
- Code for Folded Recurrent Neural Networks☆41Updated 7 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- Video Pixel Networks in Tensorflow☆55Updated 6 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆263Updated 5 years ago
- This is the project for LS-GAN (Loss-Sensitive GAN)☆213Updated 7 years ago
- Interpolate and extrapolate video frames using cGAN☆37Updated 8 years ago
- Recurrent Visual Attention Model☆136Updated 5 years ago
- Convolution GRU cell in PyTorch☆53Updated 2 years ago
- Code for Recurrent Spatial Transformer Networks☆161Updated 8 years ago
- InfoGAN: Interpretable Representation Learning☆154Updated 7 years ago
- LSTM sequence modeling of video data☆75Updated 2 years ago
- Torch implementations of various types of autoencoders☆469Updated 7 years ago
- Deep generative networks, coded with Keras.☆122Updated 7 years ago
- ☆145Updated 4 years ago
- Convolutional Gated Recurrent Units implemented in PyTorch☆192Updated 7 years ago
- Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks☆74Updated 7 years ago
- ☆61Updated 6 years ago
- Implementation of Variational Auto-Encoder in Torch7☆267Updated 8 years ago
- SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition☆364Updated 8 years ago
- Style and Structure GAN (ECCV 2016)☆112Updated 7 years ago
- ☆138Updated 8 years ago