An implementation of EWC with PyTorch
☆260Mar 27, 2019Updated 7 years ago
Alternatives and similar repositories for ewc.pytorch
Users that are interested in ewc.pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆291Jul 25, 2024Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,842Nov 5, 2025Updated 5 months ago
- Memory Aware Synapses method implementation code☆100Oct 8, 2018Updated 7 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆407Oct 22, 2018Updated 7 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 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.
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆110Aug 14, 2018Updated 7 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆306May 23, 2020Updated 5 years ago
- This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.☆68Apr 1, 2018Updated 8 years ago
- Pytorch implementations of Elastic Weight Consolidation (EWC)☆39Jan 6, 2023Updated 3 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆207Oct 12, 2021Updated 4 years ago
- #WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming C…☆30May 25, 2018Updated 7 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Nov 1, 2017Updated 8 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆525Apr 26, 2021Updated 4 years ago
- Awesome Incremental Learning☆4,447Mar 18, 2026Updated 3 weeks 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.
- Overcoming catastrophic forgetting with hard attention to the task☆220Jan 23, 2019Updated 7 years ago
- PyTorch implementation of FIM and empirical FIM☆60Jul 10, 2018Updated 7 years ago
- PyTorch Implementation of iCaRL☆119May 6, 2019Updated 6 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- Implementation of Bayesian Gradient Descent☆37Oct 3, 2023Updated 2 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- ☆14Mar 6, 2022Updated 4 years ago
- Implementation of the variational continual learning method☆196May 7, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆251Jul 6, 2023Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,048Mar 11, 2025Updated last year
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆297Mar 6, 2021Updated 5 years ago
- Code for the paper "Modelling Latent Translations for Cross-Lingual Transfer"☆17Nov 22, 2021Updated 4 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆160May 4, 2020Updated 5 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- Weight-Averaged Sharpness-Aware Minimization (NeurIPS 2022)☆28Jan 13, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆421May 30, 2023Updated 2 years ago
- ☆75Jan 10, 2020Updated 6 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 6 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆196Apr 23, 2021Updated 4 years ago
- ☆272Sep 29, 2021Updated 4 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆182Aug 18, 2021Updated 4 years ago
- Official Repository for our ECCV2020 paper: Imbalanced Continual Learning with Partitioning Reservoir Sampling☆51Dec 8, 2022Updated 3 years ago