continual learning

Learning Without Memorizing CVPR 2019 Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019 Lifelong GAN: Continual Learning for Conditional Image Generation ICCV 2019 Lifelong Optimization with Low Regret AISTATS 2019 Locally Weighted Regression Pseudo-Rehearsal for Adaptive Model Predictive Control CoRL 2019 Meta-Descent for Online, Continual Prediction AAAI 2019 Meta-Learning Representations for Continual Learning NeurIPS 2019 Online Continual Learning with Maximal Interfered Retrieval NeurIPS 2019 Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation ICLR 2019 Policy Consolidation for Continual Reinforcement Learning ICML 2019 Practical Deep Learning with Bayesian Principles NeurIPS 2019 Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering ACL 2019 Random Path Selection for Continual Learning NeurIPS 2019 Reconciling meta-learning and continual learning with online mixtures of tasks NeurIPS 2019 Remember and Forget for Experience Replay ICML 2019 Selfless Sequential Learning ICLR 2019 Self-Organizing Incremental Neural Networks for Continual Learning IJCAI 2019 Task-Free Continual Learning CVPR 2019 Uncertainty-based Continual Learning with Adaptive Regularization NeurIPS 2019 Continual Reinforcement Learning with Complex Synapses ICML 2018 Continuous Learning in a Hierarchical Multiscale Neural Network ACL 2018 Distributed Weight Consolidation: A Brain Segmentation Case Study NeurIPS 2018 Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning ICLR 2018 Learning Portable Symbolic Representations IJCAI 2018 Memory Replay GANs: Learning to Generate New Categories without Forgetting NeurIPS 2018