| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 | 5 |
| A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry | Jun 21, 2019 | Decision MakingLifelong learning | CodeCode Available | 1 | 5 |
| Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting | Feb 8, 2018 | Lifelong learning | CodeCode Available | 1 | 5 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 | 5 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 | 5 |
| Omnidirectional Transfer for Quasilinear Lifelong Learning | Apr 27, 2020 | Federated LearningLifelong learning | CodeCode Available | 1 | 5 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 | 5 |
| Lifelong Graph Learning | Sep 1, 2020 | Action RecognitionContinual Learning | CodeCode Available | 1 | 5 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 | 5 |
| Learning latent representations across multiple data domains using Lifelong VAEGAN | Jul 20, 2020 | Lifelong learningRepresentation Learning | CodeCode Available | 1 | 5 |
| Lifelong Learning of Graph Neural Networks for Open-World Node Classification | Jun 25, 2020 | Lifelong learningNode Classification | CodeCode Available | 1 | 5 |
| Learning the Superpixel in a Non-iterative and Lifelong Manner | Mar 19, 2021 | ClusteringLifelong learning | CodeCode Available | 1 | 5 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 | 5 |
| A Boolean Task Algebra for Reinforcement Learning | Jan 6, 2020 | Lifelong learningNegation | CodeCode Available | 1 | 5 |
| CLoG: Benchmarking Continual Learning of Image Generation Models | Jun 7, 2024 | BenchmarkingContinual Learning | CodeCode Available | 1 | 5 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference | Jul 28, 2020 | Bayesian InferenceClustering | CodeCode Available | 1 | 5 |
| CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code | Dec 20, 2023 | Lifelong learning | CodeCode Available | 1 | 5 |
| Lifelong Machine Learning of Functionally Compositional Structures | Jul 25, 2022 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 1 | 5 |
| Optical Flow boosts Unsupervised Localization and Segmentation | Jul 25, 2023 | Lifelong learningObject | CodeCode Available | 1 | 5 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | 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 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | CodeCode Available | 0 | 5 |
| L2Explorer: A Lifelong Reinforcement Learning Assessment Environment | Mar 14, 2022 | Continual LearningLifelong learning | CodeCode Available | 0 | 5 |
