Projects in Awesome Lists tagged with generative-replay

https://github.com/gmvandeven/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).

artificial-neural-networks brain-inspired continual-learning deep-learning distillation elastic-weight-consolidation generative-replay incremental-learning internal-replay lifelong-learning permuted-mnist replay replay-through-feedback split-cifar100 split-mnist synaptic-intelligence variational-autoencoder

Last synced: 09 Apr 2025

https://github.com/gmvandeven/class-incremental-learning

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).

ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder

Last synced: 03 Jul 2025

https://github.com/GMvandeVen/class-incremental-learning

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).

ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder