- Memory Aware Synapses: Learning what (not) to forget (2018).
- Continual Learning Through Synaptic Intelligence (2017).
- Overcoming catastrophic forgetting in neural networks (2017)/code.
- Lifelong Generative Modeling (2019).
- FearNet: Brain-Inspired Model for Incremental Learning (2018)
- Continual Learning with Deep Generative Replay (2017).
- Towards Training Recurrent Neural Networks for Lifelong Learning (2019).
- Expert Gate: Lifelong Learning with a Network of Experts (2017).
- Progressive Neural Networks (2016).
- Efficient Lifelong Learning with A-GEM (2018).
- Gradient Episodic Memory for Continual Learning (2017).
- link: https://github.com/GMvandeVen/continual-learning
- author: GMvandeVen
- note: pyTorch implementation of various methods for continual learning, such as XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL.