| Lifelong Learning of Compositional Structures | Jul 15, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 | 5 |
| A Boolean Task Algebra for Reinforcement Learning | Jan 6, 2020 | Lifelong learningNegation | CodeCode Available | 1 | 5 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 | 5 |
| Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift | Nov 30, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 | 5 |
| Optical Flow boosts Unsupervised Localization and Segmentation | Jul 25, 2023 | Lifelong learningObject | CodeCode Available | 1 | 5 |
| Lifelong Graph Learning | Sep 1, 2020 | Action RecognitionContinual Learning | CodeCode Available | 1 | 5 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 | 5 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing | Mar 7, 2024 | Lifelong learning | CodeCode Available | 1 | 5 |
| Lightweight Learner for Shared Knowledge Lifelong Learning | May 24, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning | Jul 12, 2022 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 | 5 |
| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| Lifelong Learning Metrics | Jan 20, 2022 | Autonomous DrivingLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Machine Learning of Functionally Compositional Structures | Jul 25, 2022 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 1 | 5 |
| Continual evaluation for lifelong learning: Identifying the stability gap | May 26, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| Lifelong Person Re-Identification via Adaptive Knowledge Accumulation | Mar 23, 2021 | Incremental LearningLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation | Nov 29, 2022 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 | 5 |
| Lifelong Inverse Reinforcement Learning | Jul 1, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process | Aug 25, 2021 | Lifelong learning | CodeCode Available | 0 | 5 |
| Lifelong Explainer for Lifelong Learners | Nov 1, 2021 | Lifelong learningtext-classification | CodeCode Available | 0 | 5 |
| Lifelong Generative Modeling | May 27, 2017 | Lifelong learningTransfer Learning | CodeCode Available | 0 | 5 |
| Adaptive Online Planning for Continual Lifelong Learning | Dec 3, 2019 | Lifelong learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 | 5 |
| Adversarially robust transfer learning | May 20, 2019 | Lifelong learningTransfer Learning | CodeCode Available | 0 | 5 |
| LiBOG: Lifelong Learning for Black-Box Optimizer Generation | May 19, 2025 | Lifelong learning | CodeCode Available | 0 | 5 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | Sep 25, 2019 | Lifelong learning | CodeCode Available | 0 | 5 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learn-Prune-Share for Lifelong Learning | Dec 13, 2020 | Lifelong learning | CodeCode Available | 0 | 5 |
| Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation | Aug 16, 2023 | Continual LearningData Augmentation | CodeCode Available | 0 | 5 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| L2Explorer: A Lifelong Reinforcement Learning Assessment Environment | Mar 14, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations | Aug 22, 2023 | Lifelong learningRetrieval | CodeCode Available | 0 | 5 |
| Learning to learn with backpropagation of Hebbian plasticity | Sep 8, 2016 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 | 5 |
| Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights | Mar 14, 2023 | Anomaly DetectionContinual Learning | CodeCode Available | 0 | 5 |
| Anti-Retroactive Interference for Lifelong Learning | Aug 27, 2022 | Lifelong learningMeta-Learning | CodeCode Available | 0 | 5 |
| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Continual learning for surface defect segmentation by subnetwork creation and selection | Dec 8, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | CodeCode Available | 0 | 5 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| A Novel Approach to Lifelong Learning: The Plastic Support Structure | Jun 11, 2021 | Lifelong learning | CodeCode Available | 0 | 5 |
| Context selectivity with dynamic availability enables lifelong continual learning | Jun 2, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents | Nov 26, 2024 | Few-Shot LearningLarge Language Model | CodeCode Available | 0 | 5 |
| L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space | Jul 31, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Go ahead and do not forget: Modular lifelong learning from event-based data | Aug 21, 2022 | Incremental LearningLifelong learning | CodeCode Available | 0 | 5 |
| GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation | Jul 12, 2023 | Lifelong learningObject Detection | CodeCode Available | 0 | 5 |
