| Adaptive Compression-based Lifelong Learning | Jul 23, 2019 | Bayesian OptimizationLifelong learning | —Unverified | 0 |
| Lifelong learning et syst\`emes de dialogue : d\'efinition et perspectives (Lifelong learning and dialogue system : definition and discussion ) | Jul 1, 2019 | ChatbotLifelong learning | —Unverified | 0 |
| Lifelong Learning Starting From Zero | Jun 24, 2019 | Lifelong learning | —Unverified | 0 |
| Mutual exclusivity as a challenge for deep neural networks | Jun 24, 2019 | Lifelong learningMachine Translation | —Unverified | 0 |
| Rapid online learning and robust recall in a neuromorphic olfactory circuit | Jun 17, 2019 | Lifelong learning | CodeCode Available | 0 |
| Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer | Jun 17, 2019 | Lifelong learningModel-based Reinforcement Learning | —Unverified | 0 |
| Autonomous Goal Exploration using Learned Goal Spaces for Visuomotor Skill Acquisition in Robots | Jun 10, 2019 | Lifelong learningRepresentation Learning | —Unverified | 0 |
| Forward and Backward Knowledge Transfer for Sentiment Classification | Jun 8, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Lifelong Learning with a Changing Action Set | Jun 5, 2019 | Decision MakingLifelong learning | CodeCode Available | 0 |
| Efficient Network Construction through Structural Plasticity | May 27, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting | May 25, 2019 | Lifelong learning | —Unverified | 0 |
| Adversarially robust transfer learning | May 20, 2019 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| Tasks Without Borders: A New Approach to Online Multi-Task Learning | May 16, 2019 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| Meta-Teaching: Curriculum Generation for Lifelong Learning | May 16, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Lifelong Learning via Online Leverage Score Sampling | May 16, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Feature Transformers: A Unified Representation Learning Framework for Lifelong Learning | May 1, 2019 | Lifelong learningRepresentation Learning | —Unverified | 0 |
| Overcoming Catastrophic Forgetting via Model Adaptation | May 1, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Projective Subspace Networks For Few-Shot Learning | May 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying | Apr 30, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition | Apr 17, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor | Apr 7, 2019 | Lifelong learning | —Unverified | 0 |
| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML | Mar 20, 2019 | AutoMLContinual Learning | —Unverified | 0 |
| AutoML @ NeurIPS 2018 challenge: Design and Results | Mar 12, 2019 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Continual Learning via Neural Pruning | Mar 11, 2019 | Continual LearningDiagnostic | —Unverified | 0 |
