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 about a year ago)

Stargazers 71 (0 this week)

Watchers 2 (0 this week)

Forks 14

License mit

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RepositoryStats indexes 565,279 repositories, of these GMvandeVen/class-incremental-learning is ranked #357,064 (37th percentile) for total stargazers, and #467,523 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #66,537/111,292.

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: 2024-08-22 @ 04:02pm, id: 359960425 / R_kgDOFXSPaQ