Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"
☆290Jul 25, 2024Updated 2 years ago
Alternatives and similar repositories for pytorch-ewc
Users that are interested in pytorch-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:
- An implementation of EWC with PyTorch☆260Mar 27, 2019Updated 7 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,881Nov 5, 2025Updated 9 months ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆306May 23, 2020Updated 6 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆113Aug 14, 2018Updated 8 years ago
- #WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming C…☆29May 25, 2018Updated 8 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.
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆408Oct 22, 2018Updated 7 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Nov 1, 2017Updated 8 years ago
- Elastic weight consolidation technique for incremental learning.☆154Dec 23, 2020Updated 5 years ago
- Memory Aware Synapses method implementation code☆100Oct 8, 2018Updated 7 years ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Aug 28, 2018Updated 7 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆531Apr 26, 2021Updated 5 years ago
- Implementation of the variational continual learning method☆198May 7, 2019Updated 7 years ago
- PyTorch Implementation of iCaRL☆119May 6, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of EWC introduced by "Overcoming catastrophic forgetting in neural networks"☆17Jun 9, 2017Updated 9 years ago
- Implementation of Learning without Forgetting paper☆133Mar 11, 2021Updated 5 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆183May 2, 2019Updated 7 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆252Jul 6, 2023Updated 3 years ago
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆244Oct 7, 2018Updated 7 years ago
- Awesome Incremental Learning☆4,509Jun 27, 2026Updated last month
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆68Aug 2, 2020Updated 6 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Relevant papers in Continual Learning☆743Jul 25, 2023Updated 3 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆183Aug 18, 2021Updated 4 years ago
- ☆272Sep 29, 2021Updated 4 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 5 years ago
- Repository for the Learning without Forgetting paper, ECCV 2016☆88Mar 29, 2020Updated 6 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆357Feb 20, 2024Updated 2 years ago
- A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"☆60Nov 12, 2019Updated 6 years ago
- TensorFlow implementation of Elastic Weight Consolidation☆75Jul 21, 2017Updated 9 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 6 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.
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,083Mar 11, 2025Updated last year
- SupportNet: solving catastrophic forgetting in class incremental learning with support data☆35Jan 13, 2019Updated 7 years ago
- Continual Learning tutorials and demo running on Google Colaboratory.☆360Mar 16, 2026Updated 4 months ago
- Pytorch implementations of Elastic Weight Consolidation (EWC)☆41Jan 6, 2023Updated 3 years ago
- ☆26Jul 3, 2020Updated 6 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆409Oct 3, 2023Updated 2 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago