| L3DOC: Lifelong 3D Object Classification | Dec 12, 2019 | 3D geometry3D Object Classification | —Unverified | 0 |
| Large-scale Kernel Methods and Applications to Lifelong Robot Learning | Dec 11, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong learning for text retrieval and recognition in historical handwritten document collections | Dec 11, 2019 | Deep LearningLifelong learning | —Unverified | 0 |
| Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing | Dec 10, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Adaptive Online Planning for Continual Lifelong Learning | Dec 3, 2019 | Lifelong learningReinforcement Learning | CodeCode Available | 0 |
| A Unified Framework for Lifelong Learning in Deep Neural Networks | Nov 28, 2019 | Few-Shot LearningLifelong learning | —Unverified | 0 |
| A Conceptual Framework for Lifelong Learning | Nov 21, 2019 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources | Nov 21, 2019 | Knowledge TracingLifelong learning | CodeCode Available | 0 |
| Gamma-Nets: Generalizing Value Estimation over Timescale | Nov 18, 2019 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning | Nov 15, 2019 | Lifelong learningObject | CodeCode Available | 0 |
| Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning | Oct 24, 2019 | Continual Learningimage-classification | —Unverified | 0 |
| No-regret Non-convex Online Meta-Learning | Oct 22, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Overcoming Forgetting in Federated Learning on Non-IID Data | Oct 17, 2019 | Federated LearningLifelong learning | —Unverified | 0 |
| Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning | Oct 9, 2019 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers | Sep 29, 2019 | Data AugmentationHallucination | —Unverified | 0 |
| Continual Learning via Principal Components Projection | Sep 25, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient | Sep 25, 2019 | Lifelong learning | —Unverified | 0 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | Sep 25, 2019 | Lifelong learning | CodeCode Available | 0 |
| Efficient Continual Learning in Neural Networks with Embedding Regularization | Sep 9, 2019 | Continual LearningLifelong learning | CodeCode Available | 0 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| An Auto-ML Framework Based on GBDT for Lifelong Learning | Aug 29, 2019 | BIG-bench Machine LearningIncremental Learning | —Unverified | 0 |
| Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning | Aug 16, 2019 | Lifelong learningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Meta-Learning Improves Lifelong Relation Extraction | Aug 1, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Towards AutoML in the presence of Drift: first results | Jul 24, 2019 | AutoMLDrift Detection | —Unverified | 0 |
| Lifelong GAN: Continual Learning for Conditional Image Generation | Jul 23, 2019 | Conditional Image GenerationContinual Learning | —Unverified | 0 |
