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Top 2 elastic-weight-consolidation open source projects

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).

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

reproducible-continual-learning

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

✭ 118

python shell gem assessment literature experiments reproduction ewc lifelong-learning baselines continual-learning elastic-weight-consolidation lwf icarl synaptic-intelligence agem gdumb

1-2 of 2 elastic-weight-consolidation projects