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: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GMvandeVen%2Fclass-incremental-learning
PURL: pkg:github/GMvandeVen/class-incremental-learning
Stars: 77
Forks: 15
Open issues: 1
License: mit
Language: Python
Size: 1.51 MB
Dependencies parsed at: Pending
Created at: over 4 years ago
Updated at: 4 months ago
Pushed at: over 2 years ago
Last synced at: 30 days 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