| Semi-Supervised Lifelong Language Learning | Nov 23, 2022 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| CL2R: Compatible Lifelong Learning Representations | Nov 16, 2022 | Lifelong learningRepresentation Learning | CodeCode Available | 0 |
| Lifelong and Continual Learning Dialogue Systems | Nov 12, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue | Oct 14, 2022 | Lifelong learningNatural Language Understanding | CodeCode Available | 0 |
| TAME: Task Agnostic Continual Learning using Multiple Experts | Oct 8, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Early or Late Fusion Matters: Efficient RGB-D Fusion in Vision Transformers for 3D Object Recognition | Oct 3, 2022 | 3D Object RecognitionLifelong learning | —Unverified | 0 |
| How Relevant is Selective Memory Population in Lifelong Language Learning? | Oct 3, 2022 | Lifelong learningQuestion Answering | —Unverified | 0 |
| iDF-SLAM: End-to-End RGB-D SLAM with Neural Implicit Mapping and Deep Feature Tracking | Sep 16, 2022 | Lifelong learningNeRF | —Unverified | 0 |
| Few-Shot Regularization to Tackle Catastrophic Forgetting in Multilingual Machine Translation | Sep 1, 2022 | Lifelong learningMachine Translation | —Unverified | 0 |
| Continuous QA Learning with Structured Prompts | Aug 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Anti-Retroactive Interference for Lifelong Learning | Aug 27, 2022 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge | Aug 24, 2022 | Lifelong learning | CodeCode Available | 0 |
| Lifelong Learning for Neural powered Mixed Integer Programming | Aug 24, 2022 | Graph AttentionKnowledge Distillation | —Unverified | 0 |
| Go ahead and do not forget: Modular lifelong learning from event-based data | Aug 21, 2022 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 | Aug 9, 2022 | Lifelong learningManagement | —Unverified | 0 |
| Towards lifelong learning of Recurrent Neural Networks for control design | Aug 8, 2022 | Lifelong learning | —Unverified | 0 |
| Continual Reinforcement Learning with TELLA | Aug 8, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Latent Properties of Lifelong Learning Systems | Jul 28, 2022 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition | Jul 15, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Online Continual Learning of End-to-End Speech Recognition Models | Jul 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Introduction to Lifelong Supervised Learning | Jul 10, 2022 | Lifelong learning | —Unverified | 0 |
| 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 |
| 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 |
| 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 |