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).

Date Created 2021-04-20 (3 years ago)

Commits 12 (last one 2 years ago)

Stargazers 76 (0 this week)

Watchers 1 (0 this week)

Forks 15

License mit

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RepositoryStats indexes 633,155 repositories, of these GMvandeVen/class-incremental-learning is ranked #370,355 (42nd percentile) for total stargazers, and #557,746 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #71,193/129,369.

Other Information

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All Topics

ar1 cwr slda cwr-plus labels-trick generative-replay continual-learning brain-inspired-replay generative-classifier synaptic-intelligence variational-autoencoder generative-classification class-incremental-learning elastic-weight-consolidation

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6 commits on the default branch (main) since jan '22

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updated: 2025-03-18 @ 04:04am, id: 359960425 / R_kgDOFXSPaQ