| BOWLL: A Deceptively Simple Open World Lifelong Learner | Feb 7, 2024 | Lifelong learningNovel Concepts | 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 |
| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning | May 4, 2024 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| Efficient Lifelong Learning with A-GEM | Dec 2, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 | 5 |
| AirLoop: Lifelong Loop Closure Detection | Sep 18, 2021 | Incremental LearningLifelong learning | CodeCode Available | 0 | 5 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | CodeCode Available | 0 | 5 |
| L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space | Jul 31, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Efficient Continual Learning in Neural Networks with Embedding Regularization | Sep 9, 2019 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
| Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear Bandits | Jan 23, 2025 | DiversityLifelong learning | CodeCode Available | 0 | 5 |
| BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines | Feb 21, 2022 | Federated LearningLifelong learning | CodeCode Available | 0 | 5 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | CodeCode Available | 0 | 5 |
| Benchmark Environments for Multitask Learning in Continuous Domains | Aug 14, 2017 | Lifelong learningOpenAI Gym | CodeCode Available | 0 | 5 |
| Privacy-Aware Lifelong Learning | May 16, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Lifelong Learning of Topics and Domain-Specific Word Embeddings | Aug 1, 2021 | Lifelong learningWord Embeddings | 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 |
| Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Oct 17, 2023 | Inductive BiasLifelong learning | CodeCode Available | 0 | 5 |
| DRILL: Dynamic Representations for Imbalanced Lifelong Learning | May 18, 2021 | 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 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | 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 |
| Online Class-Incremental Learning For Real-World Food Image Classification | Jan 12, 2023 | Classificationclass-incremental learning | CodeCode Available | 0 | 5 |
| Drift to Remember | Sep 21, 2024 | GPUimage-classification | —Unverified | 0 | 0 |
| Bayesian Exploration for Lifelong Reinforcement Learning | Sep 29, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 | 0 |
