| Multi-Domain Multi-Task Rehearsal for Lifelong Learning | Dec 14, 2020 | Lifelong learning | —Unverified | 0 |
| Multi-environment lifelong deep reinforcement learning for medical imaging | May 31, 2023 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders | Apr 14, 2020 | DecoderLifelong learning | —Unverified | 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 |
| Lifelong Reinforcement Learning with Modulating Masks | Dec 21, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| AirLoop: Lifelong Loop Closure Detection | Sep 18, 2021 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning | May 16, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| 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 |
| Privacy-Aware Lifelong Learning | May 16, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | CodeCode Available | 0 |
| Calibrating CNNs for Lifelong Learning | Dec 1, 2020 | Continual LearningLifelong learning | CodeCode Available | 0 |
| A Novel Approach to Lifelong Learning: The Plastic Support Structure | Jun 11, 2021 | Lifelong learning | CodeCode Available | 0 |
| CORe50: a New Dataset and Benchmark for Continuous Object Recognition | May 9, 2017 | Continuous Object RecognitionLifelong learning | CodeCode Available | 0 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | 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 |
| 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 |
| 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 |
| SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge | Aug 24, 2022 | Lifelong learning | CodeCode Available | 0 |
| The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning | Jan 21, 2023 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | Sep 25, 2019 | Lifelong learning | CodeCode Available | 0 |
