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| Graph Lifelong Learning: A Survey | Feb 22, 2022 | Graph LearningLifelong learning | —Unverified | 0 |
| BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines | Feb 21, 2022 | Federated LearningLifelong learning | CodeCode Available | 0 |
| Strategy Discovery and Mixture in Lifelong Learning from Heterogeneous Demonstration | Feb 14, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts | Feb 2, 2022 | Lifelong learning | —Unverified | 0 |
| Federated Learning Challenges and Opportunities: An Outlook | Feb 1, 2022 | Federated LearningLifelong learning | —Unverified | 0 |
| Unified Question Generation with Continual Lifelong Learning | Jan 24, 2022 | Lifelong learningQuestion Answering | —Unverified | 0 |
| Lifelong Learning Metrics | Jan 20, 2022 | Autonomous DrivingLifelong learning | CodeCode Available | 1 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Jan 16, 2022 | Event DetectionLifelong learning | —Unverified | 0 |
| Cross-lingual Lifelong Learning | Jan 16, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Continual Learning for Seq2Seq Generations with Transformer Calibration | Jan 16, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Learning what to remember | Jan 11, 2022 | Lifelong learning | —Unverified | 0 |
| Embodied Learning for Lifelong Visual Perception | Dec 28, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| An Empirical Investigation of the Role of Pre-training in Lifelong Learning | Dec 16, 2021 | Continual Learningimage-classification | CodeCode Available | 1 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 |
| Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay | Dec 9, 2021 | Dimensionality ReductionLifelong learning | —Unverified | 0 |
| Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems | Dec 8, 2021 | Knowledge GraphsLifelong learning | —Unverified | 0 |
| Overcome Anterograde Forgetting with Cycled Memory Networks | Dec 4, 2021 | Lifelong learningTransfer Learning | —Unverified | 0 |
| An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning | Nov 26, 2021 | Lifelong learningMachine Unlearning | —Unverified | 0 |
| Learning by Active Forgetting for Neural Networks | Nov 21, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines | Nov 18, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All | Nov 16, 2021 | AllLifelong learning | —Unverified | 0 |
| Power Norm Based Lifelong Learning for Paraphrase Generations | Nov 16, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Nov 16, 2021 | Lifelong learning | —Unverified | 0 |