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Continual Learning from the Perspective of Compression


Jun 26, 2020
Xu He, Min Lin

* 4th Lifelong Learning Workshop at ICML 2020 

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Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning


Mar 12, 2020
Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexande Lacoste, David Vazquez, Laurent Charlin


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Online Continual Learning with Maximally Interfered Retrieval


Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars


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Conditional Computation for Continual Learning


Jun 16, 2019
Min Lin, Jie Fu, Yoshua Bengio

* NeurIPS 2018 Continual Learning Workshop 

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Online continual learning with no task boundaries


Mar 22, 2019
Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio


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On the Spectral Bias of Neural Networks


Oct 17, 2018
Nasim Rahaman, Aristide Baratin, Devansh Arpit, Felix Draxler, Min Lin, Fred A. Hamprecht, Yoshua Bengio, Aaron Courville


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A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing


Dec 16, 2017
Jun-Bo Wang, Junyuan Wang, Yongpeng Wu, Jin-Yuan Wang, Huiling Zhu, Min Lin, Jiangzhou Wang

* 19 pages with 6 figures, accepted by IEEE Network Magazine 

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Softmax GAN


Apr 20, 2017
Min Lin

* NIPS 2017 submission 

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MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems


Dec 03, 2015
Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, Zheng Zhang

* In Neural Information Processing Systems, Workshop on Machine Learning Systems, 2016 

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Purine: A bi-graph based deep learning framework


Apr 16, 2015
Min Lin, Shuo Li, Xuan Luo, Shuicheng Yan

* Submitted to ICLR 2015 workshop 

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Correntropy Induced L2 Graph for Robust Subspace Clustering


Jan 18, 2015
Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin

* International Conference on Computer Vision (ICCV), 2013 

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Network In Network


Mar 04, 2014
Min Lin, Qiang Chen, Shuicheng Yan

* 10 pages, 4 figures, for iclr2014 

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