| Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation | Jul 1, 2022 | Domain AdaptationLifelong learning | —Unverified | 0 |
| Lifelong Inverse Reinforcement Learning | Jul 1, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| On-Device Training Under 256KB Memory | Jun 30, 2022 | Lifelong learningQuantization | CodeCode Available | 2 |
| Mathematical model bridges disparate timescales of lifelong learning | Jun 8, 2022 | Lifelong learningmodel | CodeCode Available | 0 |
| Provably Efficient Lifelong Reinforcement Learning with Linear Function Approximation | Jun 1, 2022 | 4kLifelong learning | —Unverified | 0 |
| Continual evaluation for lifelong learning: Identifying the stability gap | May 26, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| 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 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 |
| 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 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 |
| 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 |
