GMvandeVen/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.

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1,878

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345

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Jupyter Notebook

License

MIT

Last push

10 months ago

Jupyter Notebook deep-learning generative-models artificial-neural-networks incremental-learning replay continual-learning elastic-weight-consolidation lifelong-learning distillation variational-autoencoder class-incremental-learning domain-incremental-learning gradient-episodic-memory icarl replay-through-feedback task-incremental-learning

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