Scalable and Order-robust Continual Learning with Hierarchically Decomposed Networks.
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[1] Sebastian Thrun,et al. A Lifelong Learning Perspective for Mobile Robot Control , 1994, IROS.
[2] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[3] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[4] Honglak Lee,et al. Online Incremental Feature Learning with Denoising Autoencoders , 2012, AISTATS.
[5] Hal Daumé,et al. Learning Task Grouping and Overlap in Multi-task Learning , 2012, ICML.
[6] Eric Eaton,et al. ELLA: An Efficient Lifelong Learning Algorithm , 2013, ICML.
[7] Joshua B. Tenenbaum,et al. Human-level concept learning through probabilistic program induction , 2015, Science.
[8] Razvan Pascanu,et al. Progressive Neural Networks , 2016, ArXiv.
[9] Byoung-Tak Zhang,et al. Overcoming Catastrophic Forgetting by Incremental Moment Matching , 2017, NIPS.
[10] Razvan Pascanu,et al. Overcoming catastrophic forgetting in neural networks , 2016, Proceedings of the National Academy of Sciences.
[11] Jiwon Kim,et al. Continual Learning with Deep Generative Replay , 2017, NIPS.
[12] Xiang Bai,et al. Dynamic Multi-Task Learning with Convolutional Neural Network , 2017, IJCAI.
[13] Zhanxing Zhu,et al. Reinforced Continual Learning , 2018, NeurIPS.
[14] Derek Hoiem,et al. Learning without Forgetting , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[15] Sung Ju Hwang,et al. Lifelong Learning with Dynamically Expandable Networks , 2017, ICLR.
[16] Yee Whye Teh,et al. Progress & Compress: A scalable framework for continual learning , 2018, ICML.
[17] Richard E. Turner,et al. Variational Continual Learning , 2017, ICLR.