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"☆290Jul 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…☆1,853Nov 5, 2025Updated 6 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.☆153Dec 23, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆111Aug 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)☆41Jan 6, 2023Updated 3 years ago
- Implementation of Learning without Forgetting paper☆133Mar 11, 2021Updated 5 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.☆527Apr 26, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Awesome Incremental Learning☆4,459Mar 18, 2026Updated last month
- Overcoming catastrophic forgetting with hard attention to the task☆222Jan 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
- Relevant papers in Continual Learning☆741Jul 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
- Implementation of the variational continual learning method☆196May 7, 2019Updated 6 years ago
- 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,054Mar 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
- ☆17Aug 10, 2021Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 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☆161May 4, 2020Updated 6 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆253May 25, 2023Updated 2 years ago
- Weight-Averaged Sharpness-Aware Minimization (NeurIPS 2022)☆28Jan 13, 2023Updated 3 years ago
- 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆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 5 years ago
- ☆272Sep 29, 2021Updated 4 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆183Aug 18, 2021Updated 4 years ago
- Official Repository for our ECCV2020 paper: Imbalanced Continual Learning with Partitioning Reservoir Sampling☆51Dec 8, 2022Updated 3 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 5 years ago