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323

1.7k

mit

27

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

icarl replay distillation deep-learning generative-models lifelong-learning continual-learning incremental-learning replay-through-feedback variational-autoencoder gradient-episodic-memory task-incremental-learning artificial-neural-networks class-incremental-learning domain-incremental-learning elastic-weight-consolidation

Created 2018-09-26

49 commits to master branch, last one 15 days ago

RanPAC McDonnell-Research-Lab

5

45

mit

1

RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper

random-weights continual-learning domain-incremental-learning

Created 2023-05-17

12 commits to main branch, last one about a month ago

unified-continual-learning Wang-ML-Lab

7

41

unknown

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[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

generalization domain-adaptation continual-learning domain-incremental-learning

Created 2023-10-17

7 commits to main branch, last one 2 months ago