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