| Voyager: An Open-Ended Embodied Agent with Large Language Models | May 25, 2023 | Lifelong learningMinecraft | CodeCode Available | 5 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 |
| Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters | Mar 18, 2024 | Continual LearningIncremental Learning | CodeCode Available | 3 |
| LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning | Jun 5, 2023 | Benchmarking | CodeCode Available | 3 |
| UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models | May 20, 2025 | GPULifelong learning | CodeCode Available | 2 |
| LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners | May 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LeanAgent: Lifelong Learning for Formal Theorem Proving | Oct 8, 2024 | Abstract AlgebraAutomated Theorem Proving | CodeCode Available | 2 |
| Towards Lifelong Learning of Large Language Models: A Survey | Jun 10, 2024 | Continual PretrainingIncremental Learning | CodeCode Available | 2 |
| On-Device Training Under 256KB Memory | Jun 30, 2022 | Lifelong learningQuantization | CodeCode Available | 2 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Generative replay with feedback connections as a general strategy for continual learning | Sep 27, 2018 | Continual LearningLifelong learning | CodeCode Available | 2 |
| Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning | Jun 6, 2025 | Lifelong learningparameter-efficient fine-tuning | CodeCode Available | 1 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 |
| Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction | Apr 20, 2025 | Lifelong learning | CodeCode Available | 1 |
| CLoG: Benchmarking Continual Learning of Image Generation Models | Jun 7, 2024 | BenchmarkingContinual Learning | CodeCode Available | 1 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing | Mar 7, 2024 | Lifelong learning | CodeCode Available | 1 |
| CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code | Dec 20, 2023 | Lifelong learning | CodeCode Available | 1 |
| Optical Flow boosts Unsupervised Localization and Segmentation | Jul 25, 2023 | Lifelong learningObject | CodeCode Available | 1 |
| Lightweight Learner for Shared Knowledge Lifelong Learning | May 24, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation | Mar 9, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Sparse Coding in a Dual Memory System for Lifelong Learning | Dec 28, 2022 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation | Nov 29, 2022 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Patch-based Knowledge Distillation for Lifelong Person Re-Identification | Oct 10, 2022 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| Lifelong Machine Learning of Functionally Compositional Structures | Jul 25, 2022 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 1 |
| Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges | Jul 24, 2022 | Continual LearningFederated Learning | CodeCode Available | 1 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 |
| Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning | Jul 12, 2022 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Continual evaluation for lifelong learning: Identifying the stability gap | May 26, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 |
| Lifelong Learning Metrics | Jan 20, 2022 | Autonomous DrivingLifelong learning | CodeCode Available | 1 |
| 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 Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Accelerating lifelong reinforcement learning via reshaping rewards | Oct 17, 2021 | Lifelong learningreinforcement-learning | CodeCode Available | 1 |
| Lifelong Teacher-Student Network Learning | Jul 9, 2021 | Generative Adversarial NetworkLifelong learning | CodeCode Available | 1 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 |
| Lifelong Person Re-Identification via Adaptive Knowledge Accumulation | Mar 23, 2021 | Incremental LearningLifelong learning | CodeCode Available | 1 |
| Learning the Superpixel in a Non-iterative and Lifelong Manner | Mar 19, 2021 | ClusteringLifelong learning | CodeCode Available | 1 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Lifelong Learning based Disease Diagnosis on Clinical Notes | Feb 27, 2021 | Lifelong learning | CodeCode Available | 1 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 |
| Reset-Free Lifelong Learning with Skill-Space Planning | Dec 7, 2020 | Lifelong learningMuJoCo | CodeCode Available | 1 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 10, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| A Survey on Negative Transfer | Sep 2, 2020 | Lifelong learningMulti-Task Learning | CodeCode Available | 1 |
| Lifelong Graph Learning | Sep 1, 2020 | Action RecognitionContinual Learning | CodeCode Available | 1 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 |
| Learning latent representations across multiple data domains using Lifelong VAEGAN | Jul 20, 2020 | Lifelong learningRepresentation Learning | CodeCode Available | 1 |
| Lifelong Learning of Compositional Structures | Jul 15, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
