| Lifelong Learning Metrics | Jan 20, 2022 | Autonomous DrivingLifelong learning | CodeCode Available | 1 |
| Lifelong Machine Learning of Functionally Compositional Structures | Jul 25, 2022 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 1 |
| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 |
| Lifelong Person Re-Identification via Adaptive Knowledge Accumulation | Mar 23, 2021 | Incremental LearningLifelong learning | CodeCode Available | 1 |
| Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation | Nov 29, 2022 | Continual LearningLifelong learning | CodeCode Available | 1 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 |
| Continual evaluation for lifelong learning: Identifying the stability gap | May 26, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental 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 |
| Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning | Jun 6, 2025 | Lifelong learningparameter-efficient fine-tuning | CodeCode Available | 1 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 |
| CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition | Apr 20, 2020 | Gesture RecognitionLifelong learning | CodeCode Available | 1 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| CLoG: Benchmarking Continual Learning of Image Generation Models | Jun 7, 2024 | BenchmarkingContinual Learning | CodeCode Available | 1 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 |
