| Lifelong Teacher-Student Network Learning | Jul 9, 2021 | Generative Adversarial NetworkLifelong learning | CodeCode Available | 1 |
| Lifelong Mixture of Variational Autoencoders | Jul 9, 2021 | Lifelong learningMixture-of-Experts | CodeCode Available | 0 |
| Continual Competitive Memory: A Neural System for Online Task-Free Lifelong Learning | Jun 24, 2021 | Lifelong learningSplit-MNIST | —Unverified | 0 |
| Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification | Jun 21, 2021 | Lifelong learningNetwork Pruning | CodeCode Available | 0 |
| Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation | Jun 19, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 |
| A Novel Approach to Lifelong Learning: The Plastic Support Structure | Jun 11, 2021 | Lifelong learning | CodeCode Available | 0 |
| Lifelong Learning of Hate Speech Classification on Social Media | Jun 5, 2021 | ClassificationLifelong learning | —Unverified | 0 |
| DRILL: Dynamic Representations for Imbalanced Lifelong Learning | May 18, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| TAG: Task-based Accumulated Gradients for Lifelong learning | May 11, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| A Deep Learning Framework for Lifelong Machine Learning | May 1, 2021 | BIG-bench Machine LearningContinual Learning | —Unverified | 0 |
| Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation | Apr 24, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning with Sketched Structural Regularization | Apr 17, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Situational Confidence Assistance for Lifelong Shared Autonomy | Apr 14, 2021 | Lifelong learning | —Unverified | 0 |
| Towards Lifelong Learning of End-to-end ASR | Apr 4, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Self-Constructing Neural Networks Through Random Mutation | Mar 29, 2021 | Lifelong learning | CodeCode Available | 0 |
| Lifelong Person Re-Identification via Adaptive Knowledge Accumulation | Mar 23, 2021 | Incremental LearningLifelong learning | CodeCode Available | 1 |
| Learning the Superpixel in a Non-iterative and Lifelong Manner | Mar 19, 2021 | ClusteringLifelong learning | CodeCode Available | 1 |
| Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation | Mar 12, 2021 | Domain AdaptationLifelong learning | —Unverified | 0 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Few-Shot Lifelong Learning | Mar 1, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning based Disease Diagnosis on Clinical Notes | Feb 27, 2021 | Lifelong learning | CodeCode Available | 1 |
| Decision Rule Elicitation for Domain Adaptation | Feb 23, 2021 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning | Feb 21, 2021 | Lifelong learningManagement | —Unverified | 0 |
| How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation | Feb 4, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
