| Feature Forgetting in Continual Representation Learning | May 26, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification | May 25, 2022 | ClassificationFake News Detection | —Unverified | 0 |
| Cross-lingual Lifelong Learning | May 23, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Adaptive Fairness-Aware Online Meta-Learning for Changing Environments | May 20, 2022 | FairnessLifelong learning | —Unverified | 0 |
| Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting | May 6, 2022 | Crowd CountingLifelong learning | —Unverified | 0 |
| Lifelong Ensemble Learning based on Multiple Representations for Few-Shot Object Recognition | May 4, 2022 | 3D Object RecognitionEnsemble Learning | —Unverified | 0 |
| Memory Bounds for Continual Learning | Apr 22, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Entropy-based Stability-Plasticity for Lifelong Learning | Apr 18, 2022 | Lifelong learning | CodeCode Available | 0 |
| Experimentally realized memristive memory augmented neural network | Apr 15, 2022 | Lifelong learningOne-Shot Learning | —Unverified | 0 |
| Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data | Apr 12, 2022 | Lifelong learningReinforcement Learning (RL) | —Unverified | 0 |
| A Novel Multimodal Approach for Studying the Dynamics of Curiosity in Small Group Learning | Apr 1, 2022 | Lifelong learning | —Unverified | 0 |
| Quantum continual learning of quantum data realizing knowledge backward transfer | Mar 26, 2022 | BIG-bench Machine LearningContinual Learning | —Unverified | 0 |
| L2Explorer: A Lifelong Reinforcement Learning Assessment Environment | Mar 14, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 |
| DIAS: A Domain-Independent Alife-Based Problem-Solving System | Mar 14, 2022 | Artificial LifeLifelong learning | —Unverified | 0 |
| Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations | Mar 12, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks | Mar 11, 2022 | Activity Recognitionclass-incremental learning | —Unverified | 0 |
| PAC-Bayesian Lifelong Learning For Multi-Armed Bandits | Mar 7, 2022 | Lifelong learningMulti-Armed Bandits | —Unverified | 0 |
| 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 |
| Continual Learning for Seq2Seq Generations with Transformer Calibration | Jan 16, 2022 | Continual LearningLifelong learning | —Unverified | 0 |