 Remembering for the Right Reasons: Explanations Reduce Catastrophic
ForgettingInternational Conference on Learning Representations (ICLR), 2020 |
 Meta-Consolidation for Continual LearningNeural Information Processing Systems (NeurIPS), 2020 |
 Continual Model-Based Reinforcement Learning with HypernetworksIEEE International Conference on Robotics and Automation (ICRA), 2020 |
 KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask LearningComputer Vision and Pattern Recognition (CVPR), 2020 |
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 Imbalanced Continual Learning with Partitioning Reservoir SamplingEuropean Conference on Computer Vision (ECCV), 2020 |
 A Survey on Negative TransferIEEE/CAA Journal of Automatica Sinica (JCAS), 2020 |
 La-MAML: Look-ahead Meta Learning for Continual LearningNeural Information Processing Systems (NeurIPS), 2020 |
 Drinking from a Firehose: Continual Learning with Web-scale Natural
LanguageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Graph-Based Continual LearningInternational Conference on Learning Representations (ICLR), 2020 |
 Understanding the Role of Training Regimes in Continual LearningNeural Information Processing Systems (NeurIPS), 2020 |
 Continual Deep Learning by Functional Regularisation of Memorable PastNeural Information Processing Systems (NeurIPS), 2020 |
 Dark Experience for General Continual Learning: a Strong, Simple
BaselineNeural Information Processing Systems (NeurIPS), 2020 |
 Conditional Channel Gated Networks for Task-Aware Continual LearningComputer Vision and Pattern Recognition (CVPR), 2020 |
 SS-IL: Separated Softmax for Incremental LearningIEEE International Conference on Computer Vision (ICCV), 2020 |
 iTAML: An Incremental Task-Agnostic Meta-learning ApproachComputer Vision and Pattern Recognition (CVPR), 2020 |
 Adversarial Continual LearningEuropean Conference on Computer Vision (ECCV), 2020 |
 Incremental Object Detection via Meta-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
 Federated Continual Learning with Weighted Inter-client TransferInternational Conference on Machine Learning (ICML), 2020 |
