| Lifelong Learning Without a Task Oracle | Nov 9, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning with Output Kernels | Jan 1, 2018 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning with Sketched Structural Regularization | Apr 17, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma | Mar 8, 2025 | Lifelong learningparameter-efficient fine-tuning | —Unverified | 0 |
| Lifelong Learning with Weighted Majority Votes | Dec 1, 2016 | DiversityLifelong learning | —Unverified | 0 |
| Lifelong Metric Learning | May 3, 2017 | Lifelong learningMetric Learning | —Unverified | 0 |
| Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting | May 25, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers | Sep 29, 2019 | Data AugmentationHallucination | —Unverified | 0 |
| Lifelong Object Detection | Sep 2, 2020 | Knowledge DistillationLifelong learning | —Unverified | 0 |
| Lifelong Reinforcement Learning via Neuromodulation | Aug 15, 2024 | Decision MakingLifelong learning | —Unverified | 0 |
| Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines | Nov 18, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents | Dec 21, 2018 | Decision MakingLifelong learning | —Unverified | 0 |
| Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation | May 4, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Lifelong Word Embedding via Meta-Learning | Jan 1, 2018 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Light-in-the-loop: using a photonics co-processor for scalable training of neural networks | Jun 2, 2020 | Lifelong learningRecommendation Systems | —Unverified | 0 |
| Logical Composition in Lifelong Reinforcement Learning | Jun 12, 2020 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning | Jan 1, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Long Term Memory: The Foundation of AI Self-Evolution | Oct 21, 2024 | Lifelong learning | —Unverified | 0 |
| LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery | Nov 3, 2023 | Imitation LearningLifelong learning | —Unverified | 0 |
| An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning | Nov 26, 2021 | Lifelong learningMachine Unlearning | —Unverified | 0 |
| Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition | Jun 1, 2020 | 3D ReconstructionDiversity | —Unverified | 0 |
| Memory Bounds for Continual Learning | Apr 22, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Meta-Learning Improves Lifelong Relation Extraction | Aug 1, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | CodeCode Available | 0 |
| Lifelong Reinforcement Learning with Modulating Masks | Dec 21, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| U-TELL: Unsupervised Task Expert Lifelong Learning | May 23, 2024 | ClusteringContinual Learning | CodeCode Available | 0 |
| CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning | May 16, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Selective Experience Replay for Lifelong Learning | Feb 28, 2018 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| L2Explorer: A Lifelong Reinforcement Learning Assessment Environment | Mar 14, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 |
| L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations | Aug 22, 2023 | Lifelong learningRetrieval | CodeCode Available | 0 |
| L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space | Jul 31, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Self-Constructing Neural Networks Through Random Mutation | Mar 29, 2021 | Lifelong learning | CodeCode Available | 0 |
| BOWLL: A Deceptively Simple Open World Lifelong Learner | Feb 7, 2024 | Lifelong learningNovel Concepts | CodeCode Available | 0 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning | May 4, 2024 | Continual LearningLifelong learning | CodeCode Available | 0 |
| CORe50: a New Dataset and Benchmark for Continuous Object Recognition | May 9, 2017 | Continuous Object RecognitionLifelong learning | CodeCode Available | 0 |
| LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios | May 22, 2025 | Autonomous DrivingLifelong learning | CodeCode Available | 0 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | CodeCode Available | 0 |
| Statistical Context Detection for Deep Lifelong Reinforcement Learning | May 29, 2024 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Selfless Sequential Learning | Jun 14, 2018 | Lifelong learning | CodeCode Available | 0 |
| Self-Net: Lifelong Learning via Continual Self-Modeling | May 25, 2018 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | CodeCode Available | 0 |
| GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation | Jul 12, 2023 | Lifelong learningObject Detection | CodeCode Available | 0 |
| Learning to learn with backpropagation of Hebbian plasticity | Sep 8, 2016 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Lookbehind-SAM: k steps back, 1 step forward | Jul 31, 2023 | Lifelong learning | CodeCode Available | 0 |
| Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers | Jan 29, 2024 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources | Nov 21, 2019 | Knowledge TracingLifelong learning | CodeCode Available | 0 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | Sep 25, 2019 | Lifelong learning | CodeCode Available | 0 |