Paper Note: Continual Learning of a Mixed Sequence of Similar and Dissimilar TasksCreated2020-12-30Updated2021-01-22Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks Zixuan Ke, Bing Liu, Xingchang Huang NeurlIPS 2020 [paper] [code]Read More
Paper Note: Continual Learning with Node-Importance based Adaptive Group Sparse RegularizationCreated2020-12-29Updated2021-01-01Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Sangwon Jung, Hongjoon Ahn, Sungmin Cha, Taesup Moon NeurlIPS 2020 [paper]Read More
AWS EC2 Ubuntu 18.04 安装 K8sCreated2020-12-28Updated2020-12-30参考资料： 史上最全的k8s在ubuntu18.04上的安装 ubuntu18.04 K8s集群超简单成功搭建！！笔记 ubuntu18.04.4安装k8s Read More
Paper Note: Scalable and Order-robust Continual Learning with Additive Parameter DecompositionCreated2020-12-24Updated2020-12-28Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Jaehong Yoon, Saehoon Kim, Eunho Yang, Sung Ju Hwang ICLR 2020 [paper] [code]Read More
Paper Note: Reinforced Continual LearningCreated2020-12-23Updated2020-12-30Reinforced Continual Learning Ju Xu, Zhanxing Zhu NeurlIPS 2018 [paper] [code]Read More
Paper Note: Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic ForgettingCreated2020-12-23Updated2020-12-23Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Xilai Li, Yingbo Zhou, Tianfu Wu, Richard Socher, Caiming Xiong ICML 2019 [paper]Read More
Paper Note: Lifelong Learning with Dynamically Expandable NetworksCreated2020-12-18Updated2020-12-23Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon, Eunho Yang, Jeongtae Lee, Sung Ju Hwang ICLR 2018 [paper] [code] [video]Read More
Paper Note: Progressive Neural NetworksCreated2020-12-17Updated2020-12-20Progressive Neural Networks Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, Hubert Soyer, James Kirkpatrick, Koray Kavukcuoglu, Razvan Pascanu, Raia Hadsell [paper] [code] [tutorial]Read More
Paper Note: Gradient Projection Memory for Continual LearningCreated2020-12-17Updated2021-01-25Gradient Projection Memory for Continual Learning Gobinda Saha, Kaushik Roy ICLR 2021 [paper]Read More
Paper Note: Overcoming Catastrophic Forgetting by Incremental Moment MatchingCreated2020-12-16Updated2020-12-18Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, Byoung-Tak Zhang NIPS 2017 [paper] [code] [video]Read More