| Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting | Jul 14, 2020 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Meta-Learning through Hebbian Plasticity in Random Networks | Jul 6, 2020 | Lifelong learningNavigate | CodeCode Available | 1 |
| Lifelong Learning of Graph Neural Networks for Open-World Node Classification | Jun 25, 2020 | Lifelong learningNode Classification | CodeCode Available | 1 |
| Neural Topic Modeling with Continual Lifelong Learning | Jun 19, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 |
| Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL | May 10, 2020 | Decision MakingLifelong learning | CodeCode Available | 1 |
| PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | Apr 28, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 |
| CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition | Apr 20, 2020 | Gesture RecognitionLifelong learning | CodeCode Available | 1 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 |
| A Boolean Task Algebra for Reinforcement Learning | Jan 6, 2020 | Lifelong learningNegation | CodeCode Available | 1 |
| Towards an Integrative Educational Recommender for Lifelong Learners | Dec 3, 2019 | Lifelong learning | CodeCode Available | 1 |
| 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 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 |
| A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry | Jun 21, 2019 | Decision MakingLifelong learning | CodeCode Available | 1 |
| Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning | Jun 10, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting | Feb 8, 2018 | Lifelong learning | CodeCode Available | 1 |
| Overcoming catastrophic forgetting in neural networks | Jul 14, 2025 | Continual LearningL2 Regularization | —Unverified | 0 |
| Ella: Embodied Social Agents with Lifelong Memory | Jun 30, 2025 | Lifelong learning | —Unverified | 0 |
| Dialogic Pedagogy for Large Language Models: Aligning Conversational AI with Proven Theories of Learning | Jun 24, 2025 | Lifelong learningRAG | —Unverified | 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 |
