| BOWLL: A Deceptively Simple Open World Lifelong Learner | Feb 7, 2024 | Lifelong learningNovel Concepts | CodeCode Available | 0 |
| Learn-Prune-Share for Lifelong Learning | Dec 13, 2020 | Lifelong learning | CodeCode Available | 0 |
| GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation | Jul 12, 2023 | Lifelong learningObject Detection | CodeCode Available | 0 |
| LiBOG: Lifelong Learning for Black-Box Optimizer Generation | May 19, 2025 | Lifelong learning | CodeCode Available | 0 |
| Lookbehind-SAM: k steps back, 1 step forward | Jul 31, 2023 | Lifelong learning | CodeCode Available | 0 |
| Go ahead and do not forget: Modular lifelong learning from event-based data | Aug 21, 2022 | Incremental LearningLifelong 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 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning | May 4, 2024 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Context selectivity with dynamic availability enables lifelong continual learning | Jun 2, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Analysis of hidden feedback loops in continuous machine learning systems | Jan 14, 2021 | BIG-bench Machine LearningLifelong learning | CodeCode Available | 0 |
| Lifelong Explainer for Lifelong Learners | Nov 1, 2021 | Lifelong learningtext-classification | CodeCode Available | 0 |
| Selective Experience Replay for Lifelong Learning | Feb 28, 2018 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Lifelong Generative Modeling | May 27, 2017 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 |
| Frosting Weights for Better Continual Training | Jan 7, 2020 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Expert Gate: Lifelong Learning with a Network of Experts | Nov 18, 2016 | image-classificationImage Classification | CodeCode Available | 0 |
| Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process | Aug 25, 2021 | Lifelong learning | CodeCode Available | 0 |
| Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning | Feb 14, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Mathematical model bridges disparate timescales of lifelong learning | Jun 8, 2022 | Lifelong learningmodel | CodeCode Available | 0 |
| Lifelong Inverse Reinforcement Learning | Jul 1, 2022 | Lifelong learningreinforcement-learning | CodeCode Available | 0 |
| Entropy-based Stability-Plasticity for Lifelong Learning | Apr 18, 2022 | Lifelong learning | CodeCode Available | 0 |
| Memory Aware Synapses: Learning what (not) to forget | Nov 27, 2017 | Lifelong learningObject Recognition | CodeCode Available | 0 |
| Self-Constructing Neural Networks Through Random Mutation | Mar 29, 2021 | Lifelong learning | CodeCode Available | 0 |
| Efficient Lifelong Learning with A-GEM | Dec 2, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| U-TELL: Unsupervised Task Expert Lifelong Learning | May 23, 2024 | ClusteringContinual Learning | CodeCode Available | 0 |
| Continual learning for surface defect segmentation by subnetwork creation and selection | Dec 8, 2023 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental 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 |
| Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights | Mar 14, 2023 | Anomaly DetectionContinual Learning | CodeCode Available | 0 |
| Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning | Jun 18, 2024 | Lifelong learningSpecificity | CodeCode Available | 0 |
| Statistical Context Detection for Deep Lifelong Reinforcement Learning | May 29, 2024 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning | Dec 10, 2024 | Evolutionary AlgorithmsLifelong 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 |
| Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation | Aug 16, 2023 | Continual LearningData Augmentation | CodeCode Available | 0 |
| Lifelong Learning from Event-based Data | Nov 11, 2021 | Lifelong learning | CodeCode Available | 0 |
| Adversarially robust transfer learning | May 20, 2019 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| Efficient Continual Learning in Neural Networks with Embedding Regularization | Sep 9, 2019 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Towards Lifelong Learning of Multilingual Text-To-Speech Synthesis | Oct 9, 2021 | Lifelong learningSpeech Synthesis | CodeCode Available | 0 |
| Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Oct 17, 2023 | Inductive BiasLifelong learning | CodeCode Available | 0 |
| Studying Catastrophic Forgetting in Neural Ranking Models | Jan 18, 2021 | Domain AdaptationLifelong learning | CodeCode Available | 0 |
| DRILL: Dynamic Representations for Imbalanced Lifelong Learning | May 18, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Algorithmic insights on continual learning from fruit flies | Jul 15, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Rapid online learning and robust recall in a neuromorphic olfactory circuit | Jun 17, 2019 | Lifelong learning | CodeCode Available | 0 |
| Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks | Nov 1, 2021 | Dialogue State TrackingDiversity | CodeCode Available | 0 |
| Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization | May 28, 2018 | Active LearningContinuous Object Recognition | CodeCode Available | 0 |
| Lifelong Learning of Topics and Domain-Specific Word Embeddings | Aug 1, 2021 | Lifelong learningWord Embeddings | CodeCode Available | 0 |
| Rational LAMOL: A Rationale-based Lifelong Learning Framework | Aug 1, 2021 | Lifelong learning | CodeCode Available | 0 |
| Conditional Language Learning with Context | Jun 4, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 0 |