| Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges | Jul 24, 2022 | Continual LearningFederated Learning | CodeCode Available | 1 | 5 |
| Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation | Nov 29, 2022 | Continual LearningLifelong learning | 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 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual 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 |
| 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 |
| 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 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 | 5 |
| Lifelong Graph Learning | Sep 1, 2020 | Action RecognitionContinual Learning | CodeCode Available | 1 | 5 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing | Mar 7, 2024 | Lifelong learning | CodeCode Available | 1 | 5 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Learning Metrics | Jan 20, 2022 | Autonomous DrivingLifelong learning | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| Lifelong Learning of Graph Neural Networks for Open-World Node Classification | Jun 25, 2020 | Lifelong learningNode Classification | CodeCode Available | 1 | 5 |
| Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting | Jul 14, 2020 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 | 5 |
| Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction | Apr 20, 2025 | Lifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Machine Learning of Functionally Compositional Structures | Jul 25, 2022 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 1 | 5 |
| Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation | Mar 9, 2023 | Autonomous DrivingDepth Estimation | 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 Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process | Aug 25, 2021 | Lifelong learning | CodeCode Available | 0 | 5 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 | 5 |
| Lifelong Inverse Reinforcement Learning | Jul 1, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Lifelong Explainer for Lifelong Learners | Nov 1, 2021 | Lifelong learningtext-classification | CodeCode Available | 0 | 5 |
| Adaptive Online Planning for Continual Lifelong Learning | Dec 3, 2019 | Lifelong learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 | 5 |
| Lifelong Generative Modeling | May 27, 2017 | Lifelong learningTransfer Learning | CodeCode Available | 0 | 5 |
| Learn-Prune-Share for Lifelong Learning | Dec 13, 2020 | Lifelong learning | CodeCode Available | 0 | 5 |
| Adversarially robust transfer learning | May 20, 2019 | Lifelong learningTransfer 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 |
| Learning to learn with backpropagation of Hebbian plasticity | Sep 8, 2016 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | Sep 25, 2019 | Lifelong learning | CodeCode Available | 0 | 5 |
| LiBOG: Lifelong Learning for Black-Box Optimizer Generation | May 19, 2025 | 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 |
| 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 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | CodeCode Available | 0 | 5 |
| L2Explorer: A Lifelong Reinforcement Learning Assessment Environment | Mar 14, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Anti-Retroactive Interference for Lifelong Learning | Aug 27, 2022 | Lifelong learningMeta-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 |
| GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation | Jul 12, 2023 | Lifelong learningObject Detection | CodeCode Available | 0 | 5 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | 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 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 |
| L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations | Aug 22, 2023 | Lifelong learningRetrieval | CodeCode Available | 0 | 5 |
| Context selectivity with dynamic availability enables lifelong continual learning | Jun 2, 2023 | Continual LearningLifelong learning | 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 |
