Discover GMvandeVen/class-incremental-learning Open Source project

Stars
54
Rank 544,902 (Top 11 %)
Language
Python
License
MIT License
Created over 3 years ago
Updated almost 2 years ago

GMvandeVen

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

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).

continual-learning

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.

Python

1,212

brain-inspired-replay

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

Python

226

progressive-learning-pytorch

Python

complex-synapses

Deep learning implementation of the Benna-Fusi complex synapse model.

Python

incremental_cifar100

Implementation of BI-R in T&E framework.

Python

GMvandeVen/class-incremental-learning

GMvandeVen

Reviews

Repository Details

More Repositories