Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
☆805Aug 7, 2024Updated 2 years ago
Alternatives and similar repositories for prednet
Users that are interested in prednet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PredNet implementation using PyTorch☆59Aug 28, 2017Updated 8 years ago
- A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.☆747Oct 23, 2021Updated 4 years ago
- Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction☆108Apr 29, 2019Updated 7 years ago
- A pytorch reimplement of PredNet, which is a deep recurrent convolutional neural network for video prediction and unsupervised learning.☆29Sep 24, 2019Updated 6 years ago
- ☆172Dec 5, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Stochastic Adversarial Video Prediction☆305Oct 8, 2019Updated 6 years ago
- ☆19Nov 2, 2016Updated 9 years ago
- PyTorch implementation of the CortexNet predictive model☆365Nov 28, 2018Updated 7 years ago
- Implementation of Hierarchical Long-term Video Prediction without Supervision☆89Nov 12, 2021Updated 4 years ago
- Unsupervised Learning of Video Representations using LSTMs☆361Mar 6, 2018Updated 8 years ago
- Predictive Coding Network (PreCNet) for Next Frame Video Prediction.☆21Feb 13, 2023Updated 3 years ago
- ☆104Feb 15, 2018Updated 8 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆31Aug 13, 2024Updated last year
- Generating Videos with Scene Dynamics. NIPS 2016.☆706May 3, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆271Oct 9, 2019Updated 6 years ago
- Code for Folded Recurrent Neural Networks☆40Dec 4, 2017Updated 8 years ago
- Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks☆74May 30, 2017Updated 9 years ago
- Implementation of "Action-Conditional Video Prediction using Deep Networks in Atari Games"☆114Feb 8, 2016Updated 10 years ago
- Tensor Switching Networks☆12Nov 2, 2017Updated 8 years ago
- This is an PyTorch implementation of PredNet paper.☆29Jan 3, 2018Updated 8 years ago
- Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018☆133Apr 22, 2021Updated 5 years ago
- ☆26Jun 26, 2016Updated 10 years ago
- 🏃 Implementation of Using Fast Weights to Attend to the Recent Past.☆271Feb 20, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- FastMask: Segment Multi-scale Object Candidates in One Shot☆212Aug 1, 2017Updated 9 years ago
- Tensorflow implementation of the ICML 2017 paper: Learning to Generate Long-term Future via Hierarchical Prediction☆74Oct 3, 2018Updated 7 years ago
- Code for "Deep predictive coding network for object recognition"☆27Apr 2, 2020Updated 6 years ago
- in progress☆488Jun 2, 2019Updated 7 years ago
- A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.☆400Dec 4, 2023Updated 2 years ago
- Spatio-temporal video autoencoder with convolutional LSTMs☆292Jul 5, 2016Updated 10 years ago
- Training Very Deep Neural Networks Without Skip-Connections☆590Jun 9, 2018Updated 8 years ago
- Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"☆1,961Feb 3, 2020Updated 6 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆28Jul 11, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow☆417May 26, 2017Updated 9 years ago
- Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network☆479Jun 18, 2018Updated 8 years ago
- ☆188Apr 5, 2023Updated 3 years ago
- Implementation for "An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Pl…☆16Oct 10, 2018Updated 7 years ago
- This is a zoo which contain all kinds of video prediction model code(reimplementation or author provide)and the paper.I created this repo…☆60Jul 17, 2022Updated 4 years ago
- A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)☆578Jan 8, 2020Updated 6 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆207Jul 9, 2022Updated 4 years ago