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[1] Gabriela Csurka,et al. Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost , 2012, ECCV.
[2] Christoph H. Lampert,et al. iCaRL: Incremental Classifier and Representation Learning , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[3] Tinne Tuytelaars,et al. Expert Gate: Lifelong Learning with a Network of Experts , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[4] Mark B. Ring. CHILD: A First Step Towards Continual Learning , 1997, Machine Learning.
[5] Byoung-Tak Zhang,et al. Overcoming Catastrophic Forgetting by Incremental Moment Matching , 2017, NIPS.
[6] Tianqi Chen,et al. Net2Net: Accelerating Learning via Knowledge Transfer , 2015, ICLR.
[7] Sebastian Thrun,et al. Explanation-based neural network learning , 1996 .
[8] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[9] Olac Fuentes,et al. Knowledge Transfer in Deep convolutional Neural Nets , 2007, Int. J. Artif. Intell. Tools.
[10] Yoshua Bengio,et al. FitNets: Hints for Thin Deep Nets , 2014, ICLR.
[11] W. Dorn. Duality in Quadratic Programming... , 2011 .
[12] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[13] Derek Hoiem,et al. Learning without Forgetting , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[14] R. Solomonoff. A SYSTEM FOR INCREMENTAL LEARNING BASED ON ALGORITHMIC PROBABILITY , 1989 .
[15] Razvan Pascanu,et al. Overcoming catastrophic forgetting in neural networks , 2016, Proceedings of the National Academy of Sciences.
[16] Michael McCloskey,et al. Catastrophic Interference in Connectionist Networks: The Sequential Learning Problem , 1989 .
[17] Estevam R. Hruschka,et al. Toward an Architecture for Never-Ending Language Learning , 2010, AAAI.
[18] Geoffrey E. Hinton,et al. Distilling the Knowledge in a Neural Network , 2015, ArXiv.
[19] Sebastian Thrun,et al. Lifelong Learning Algorithms , 1998, Learning to Learn.
[20] Luca Antiga,et al. Automatic differentiation in PyTorch , 2017 .
[21] Jason Weston,et al. Curriculum learning , 2009, ICML '09.
[22] Yoshua Bengio,et al. Memory Augmented Neural Networks with Wormhole Connections , 2017, ArXiv.
[23] Qiang Yang,et al. Lifelong Machine Learning Systems: Beyond Learning Algorithms , 2013, AAAI Spring Symposium: Lifelong Machine Learning.
[24] Marc'Aurelio Ranzato,et al. Gradient Episodic Memory for Continual Learning , 2017, NIPS.
[25] Joost van de Weijer,et al. Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting , 2018, 2018 24th International Conference on Pattern Recognition (ICPR).
[26] Davide Maltoni,et al. CORe50: a New Dataset and Benchmark for Continuous Object Recognition , 2017, CoRL.
[27] Robert E. Mercer,et al. The Task Rehearsal Method of Life-Long Learning: Overcoming Impoverished Data , 2002, Canadian Conference on AI.
[28] Sebastian Thrun,et al. Explanation-based neural network learning a lifelong learning approach , 1995 .