fcdl94 / EWCLinks
OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation
☆10Updated 6 years ago
Alternatives and similar repositories for EWC
Users that are interested in EWC are comparing it to the libraries listed below
Sorting:
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆64Updated last year
- Continual learning strategies(EWC, GEM) for rotated MNIST dataset☆12Updated 5 years ago
- ☆101Updated 3 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- Continual Learning in Recurrent Neural Networks☆37Updated 4 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated 2 years ago
- PyTorch Implementation of iCaRL☆118Updated 6 years ago
- code for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."☆37Updated 6 years ago
- This is the Pytorch implementation of LwF☆80Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- popular concept drift evaluation datasets☆11Updated 6 years ago
- Code for Unsupervised Multi-Source Domain Adaptation for Regression paper☆20Updated 5 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419Updated 2 years ago
- A PyTorch reimplementation of MAML, replicating some of the experiments from the paper.☆44Updated 7 years ago
- A curated list of time series augmentation resources.☆65Updated 3 years ago
- Source code for the paper "Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning" from WACV 2024☆12Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆325Updated last year
- Overcoming catastrophic forgetting with hard attention to the task☆219Updated 6 years ago
- Communication-efficient federated continual learning☆19Updated 3 years ago
- Implementation of the OS-ROCKET algorithm for open set recognition for time series classifciation☆11Updated 4 years ago
- Regularized MAML for time-series data prediction☆17Updated 3 years ago
- Pytorch implementations of Elastic Weight Consolidation (EWC)☆38Updated 3 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Updated 3 years ago
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆84Updated 4 years ago
- ☆177Updated 3 years ago
- Open Set Recognition☆174Updated 4 years ago
- PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.☆57Updated 3 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Updated 3 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆79Updated 2 years ago