| 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 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 |
| 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 |
