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GitHub / 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).

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GMvandeVen%2Fclass-incremental-learning

Stars: 67
Forks: 14
Open Issues: 1

License: mit
Language: Python
Repo Size: 1.51 MB
Dependencies: pending

Created: about 3 years ago
Updated: 2 months ago
Last pushed: over 1 year ago
Last synced: about 2 months ago

Topics: 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

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