coxlab / prednetLinks
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
☆780Updated 11 months ago
Alternatives and similar repositories for prednet
Users that are interested in prednet are comparing it to the libraries listed below
Sorting:
- A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.☆744Updated 3 years ago
- Unsupervised Learning of Video Representations using LSTMs☆359Updated 7 years ago
- PyTorch implementation of the CortexNet predictive model☆366Updated 6 years ago
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆420Updated 8 years ago
- A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.☆400Updated last year
- Spatio-temporal video autoencoder with convolutional LSTMs☆294Updated 9 years ago
- Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training☆416Updated 8 years ago
- Speed up PixelCNN++ image generation by up to a 183 times☆478Updated 8 years ago
- A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.☆440Updated 6 years ago
- TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"☆579Updated 5 years ago
- Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Advers…☆1,063Updated 4 years ago
- TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"☆527Updated 6 years ago
- Generating Videos with Scene Dynamics. NIPS 2016.☆713Updated 7 years ago
- ☆172Updated 7 years ago
- PyTorch and Tensorflow functional model definitions☆587Updated 7 years ago
- Torch implementations of various types of autoencoders☆472Updated 7 years ago
- in progress☆495Updated 6 years ago
- Generative image model with learned similarity measures☆442Updated 8 years ago
- A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).☆396Updated 7 years ago
- Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875☆417Updated 8 years ago
- Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network☆481Updated 7 years ago
- Log TensorBoard events without touching TensorFlow☆628Updated 2 years ago
- Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolutio…☆350Updated 4 years ago
- Generative Adversarial Networks (GANs) resources sorted by citations☆853Updated 6 years ago
- A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational A…☆597Updated 8 years ago
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆448Updated 6 years ago
- Code for paper "Plug and Play Generative Networks"☆541Updated 6 years ago
- Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking☆466Updated 7 years ago
- Unrolled Generative Adversarial Networks☆293Updated 7 years ago
- PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules☆492Updated 4 years ago