| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Jan 16, 2022 | Event DetectionLifelong learning | —Unverified | 0 |
| Cross-lingual Lifelong Learning | Jan 16, 2022 | Continual LearningLifelong learning | —Unverified | 0 |
| Learning what to remember | Jan 11, 2022 | Lifelong learning | —Unverified | 0 |
| Embodied Learning for Lifelong Visual Perception | Dec 28, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Lifelong Generative Modelling Using Dynamic Expansion Graph Model | Dec 15, 2021 | Lifelong learningmodel | CodeCode Available | 0 |
| Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay | Dec 9, 2021 | Dimensionality ReductionLifelong learning | —Unverified | 0 |
| Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems | Dec 8, 2021 | Knowledge GraphsLifelong learning | —Unverified | 0 |
| Overcome Anterograde Forgetting with Cycled Memory Networks | Dec 4, 2021 | Lifelong learningTransfer Learning | —Unverified | 0 |
| An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning | Nov 26, 2021 | Lifelong learningMachine Unlearning | —Unverified | 0 |
| Learning by Active Forgetting for Neural Networks | Nov 21, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines | Nov 18, 2021 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Nov 16, 2021 | Lifelong learning | —Unverified | 0 |
| An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All | Nov 16, 2021 | AllLifelong learning | —Unverified | 0 |
| Power Norm Based Lifelong Learning for Paraphrase Generations | Nov 16, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning from Event-based Data | Nov 11, 2021 | Lifelong learning | CodeCode Available | 0 |
| Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networks | Nov 7, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Explainer for Lifelong Learners | Nov 1, 2021 | Lifelong learningtext-classification | CodeCode Available | 0 |
| Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks | Nov 1, 2021 | Dialogue State TrackingDiversity | CodeCode Available | 0 |
| Provable Lifelong Learning of Representations | Oct 27, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| Class Incremental Online Streaming Learning | Oct 20, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Knowledge Inheritance for Pre-trained Language Models | Oct 16, 2021 | Lifelong learningSelf-Learning | —Unverified | 0 |
| Towards Lifelong Learning of Multilingual Text-To-Speech Synthesis | Oct 9, 2021 | Lifelong learningSpeech Synthesis | CodeCode Available | 0 |
| Dynamic Regret Analysis for Online Meta-Learning | Sep 29, 2021 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Triangular Dropout: Variable Network Width without Retraining | Sep 29, 2021 | Lifelong learningReinforcement Learning (RL) | —Unverified | 0 |
| Provable hierarchical lifelong learning with a sketch-based modular architecture | Sep 29, 2021 | Lifelong learning | —Unverified | 0 |
| 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 |