| A Versatile Agent for Fast Learning from Human Instructors | Mar 1, 2022 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| 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 |
| Lifelong Learning from Event-based Data | Nov 11, 2021 | Lifelong learning | CodeCode Available | 0 |
| Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networks | Nov 7, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks | Nov 1, 2021 | Dialogue State TrackingDiversity | CodeCode Available | 0 |
| Lifelong Explainer for Lifelong Learners | Nov 1, 2021 | Lifelong learningtext-classification | CodeCode Available | 0 |
| Provable Lifelong Learning of Representations | Oct 27, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Class Incremental Online Streaming Learning | Oct 20, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Accelerating lifelong reinforcement learning via reshaping rewards | Oct 17, 2021 | Lifelong learningreinforcement-learning | CodeCode Available | 1 |
| Knowledge Inheritance for Pre-trained Language Models | Oct 16, 2021 | Lifelong learningSelf-Learning | —Unverified | 0 |
| Towards Lifelong Learning of Multilingual Text-To-Speech Synthesis | Oct 9, 2021 | Lifelong learningSpeech Synthesis | CodeCode Available | 0 |
| Triangular Dropout: Variable Network Width without Retraining | Sep 29, 2021 | Lifelong learningReinforcement Learning (RL) | —Unverified | 0 |
| Conversational Artificial Intelligence in Natural Language Processing Application with Lifelong Learning | Sep 29, 2021 | ChatbotLifelong learning | —Unverified | 0 |
| Bayesian Exploration for Lifelong Reinforcement Learning | Sep 29, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Provable hierarchical lifelong learning with a sketch-based modular architecture | Sep 29, 2021 | Lifelong learning | —Unverified | 0 |
| Rethinking Rehearsal in Lifelong Learning: Does An Example Contribute the Plasticity or Stability? | Sep 29, 2021 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| Dynamic Regret Analysis for Online Meta-Learning | Sep 29, 2021 | Lifelong learningMeta-Learning | —Unverified | 0 |
| AirLoop: Lifelong Loop Closure Detection | Sep 18, 2021 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 17, 2021 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process | Aug 25, 2021 | Lifelong learning | CodeCode Available | 0 |
| Incremental cluster validity index-guided online learning for performance and robustness to presentation order | Aug 17, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Online Continual Learning For Visual Food Classification | Aug 15, 2021 | ClassificationContinual Learning | —Unverified | 0 |
| Lifelong Intent Detection via Multi-Strategy Rebalancing | Aug 10, 2021 | Intent DetectionKnowledge Distillation | —Unverified | 0 |
| Lifelong Learning of Topics and Domain-Specific Word Embeddings | Aug 1, 2021 | Lifelong learningWord Embeddings | CodeCode Available | 0 |
| Rational LAMOL: A Rationale-based Lifelong Learning Framework | Aug 1, 2021 | Lifelong learning | CodeCode Available | 0 |
| Algorithmic insights on continual learning from fruit flies | Jul 15, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |