TensorFlow implementation of Elastic Weight Consolidation
☆74Jul 21, 2017Updated 9 years ago
Alternatives and similar repositories for EWC
Users that are interested in EWC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Demo of Elastic Weight Consolidation to allow a neural network to learn different datasets in sequence.☆18Jun 12, 2023Updated 3 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆305May 23, 2020Updated 6 years ago
- Implementation of EWC introduced by "Overcoming catastrophic forgetting in neural networks"☆16Jun 9, 2017Updated 9 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆112Aug 14, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Keras-based framework for implementing continual learning methods.☆10Feb 15, 2020Updated 6 years ago
- ☆17Jun 12, 2018Updated 8 years ago
- This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.☆67Apr 1, 2018Updated 8 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Sep 4, 2019Updated 7 years ago
- TensorFlow v2 + Keras implementation of Elastic Weight Consolidation☆26May 4, 2021Updated 5 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆408Oct 22, 2018Updated 7 years ago
- ☆273Sep 29, 2021Updated 4 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆286Jul 25, 2024Updated 2 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 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.
- Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.☆22Aug 2, 2017Updated 9 years ago
- ☆19Nov 2, 2022Updated 3 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆161May 4, 2020Updated 6 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Nov 17, 2020Updated 5 years ago
- model uncertainty using mc dropout☆21Mar 1, 2019Updated 7 years ago
- Code for the paper Generalization and Equilibrium in GANs☆16Aug 3, 2017Updated 9 years ago
- Code release for "GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions", ICCV 2019☆13Nov 21, 2022Updated 3 years ago
- Implementation of the variational continual learning method☆197May 7, 2019Updated 7 years ago
- Source code for Naesseth et. al. "Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms" (2017)☆38Apr 25, 2017Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Quick and Dirty Progressive Neural Network written in TensorFlow.☆51Jun 23, 2018Updated 8 years ago
- Gradient-based hyperparameter optimization package with TensorFlow☆51Jul 13, 2019Updated 7 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Nov 1, 2017Updated 8 years ago
- Code and data accompaning the paper "Learning State Representations with Robotic Priors" (Jonschkowski and Brock, 2015).☆18Nov 14, 2017Updated 8 years ago
- This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss…☆33Jan 21, 2022Updated 4 years ago
- A tensorflow implementation of VAE training with Renyi divergence☆32Sep 14, 2016Updated 10 years ago
- ☆11Apr 18, 2021Updated 5 years ago
- We introduce a model of lifelong learning, based on a Network of Experts. New tasks / experts are learned and added to the model sequenti…☆11Aug 8, 2017Updated 9 years ago
- [ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation☆106Apr 9, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multistep univariate time series forecasting using Gated Recurrent Unit.☆16Jan 18, 2020Updated 6 years ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆32Aug 28, 2018Updated 8 years ago
- Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space☆46Sep 30, 2017Updated 8 years ago
- ☆10Nov 4, 2019Updated 6 years ago
- Code for the pubblication "Distilled Replay: Overcoming Forgetting through Synthetic Examples"☆12Apr 1, 2021Updated 5 years ago
- Deep Reinforcement Learning with continuous control in CARLA☆11Dec 8, 2022Updated 3 years ago
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Oct 14, 2020Updated 5 years ago