Awesome Open Source

Programming Languages

Search results for continual learning elastic weight consolidation

continual-learning x

elastic-weight-consolidation x

5 search results found

Continual Learning ⭐ 1,190

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Continual Learning Baselines ⭐ 189

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

Brain Inspired Replay ⭐ 169

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

Clsurvey ⭐ 61

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

Class Incremental Learning ⭐ 48

PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).

Related Searches

Python Continual Learning (165)

Python Elastic Weight Consolidation (8)

Variational Autoencoder Continual Learning (6)

Artificial Neural Networks Continual Learning (6)

Continual Learning Synaptic Intelligence (4)

Elastic Weight Consolidation Synaptic Intelligence (4)

Variational Autoencoder Elastic Weight Consolidation (3)

Continual Learning Ewc (3)

Elastic Weight Consolidation Ewc (3)

Artificial Neural Networks Elastic Weight Consolidation (3)

1-5 of 5 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.