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).
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
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Updated
Feb 7, 2023 - Python