| Bayesian Exploration for Lifelong Reinforcement Learning | Sep 29, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Conversational Artificial Intelligence in Natural Language Processing Application with Lifelong Learning | Sep 29, 2021 | ChatbotLifelong learning | —Unverified | 0 |
| Rethinking Rehearsal in Lifelong Learning: Does An Example Contribute the Plasticity or Stability? | Sep 29, 2021 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| AirLoop: Lifelong Loop Closure Detection | Sep 18, 2021 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 17, 2021 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process | Aug 25, 2021 | Lifelong learning | CodeCode Available | 0 |
| Incremental cluster validity index-guided online learning for performance and robustness to presentation order | Aug 17, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Online Continual Learning For Visual Food Classification | Aug 15, 2021 | ClassificationContinual Learning | —Unverified | 0 |
| Lifelong Intent Detection via Multi-Strategy Rebalancing | Aug 10, 2021 | Intent DetectionKnowledge Distillation | —Unverified | 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 |
| Algorithmic insights on continual learning from fruit flies | Jul 15, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| 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 |
| 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 |