Continual Learning with Dual Regularizations

Author:

Han Xuejun,Guo Yuhong

Publisher

Springer International Publishing

Reference27 articles.

1. Aljundi, R., Babiloni, F., Elhoseiny, M., Rohrbach, M., Tuytelaars, T.: Memory aware synapses: learning what (not) to forget. In: Proceedings of the European Conference on Computer Vision (ECCV) (2018)

2. Chaudhry, A., Dokania, P.K., Ajanthan, T., Torr, P.H.: Riemannian walk for incremental learning: understanding forgetting and intransigence. In: European Conference on Computer Vision (ECCV) (2018)

3. Chaudhry, A., Ranzato, M., Rohrbach, M., Elhoseiny, M.: Efficient lifelong learning with a-gem. In: International Conference on Learning Representations (ICLR) (2019)

4. Chaudhry, A., et al.: Continual learning with tiny episodic memories. arXiv preprint arXiv:1902.10486 (2019)

5. Goodfellow, I.J., Mirza, M., Xiao, D., Courville, A., Bengio, Y.: An empirical investigation of catastrophic forgetting in gradient-based neural networks. In: International Conference on Learning Representations (ICLR) (2014)

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