| Studying Catastrophic Forgetting in Neural Ranking Models | Jan 18, 2021 | Domain AdaptationLifelong learning | CodeCode Available | 0 |
| Analysis of hidden feedback loops in continuous machine learning systems | Jan 14, 2021 | BIG-bench Machine LearningLifelong learning | CodeCode Available | 0 |
| FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition | Jan 1, 2021 | Knowledge DistillationLifelong learning | —Unverified | 0 |
| Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning | Jan 1, 2021 | FairnessGPU | —Unverified | 0 |
| Bridging Graph Network to Lifelong Learning with Feature Interaction | Jan 1, 2021 | Graph ClassificationLifelong learning | —Unverified | 0 |
| Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning | Jan 1, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer | Jan 1, 2021 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning in Multi-Armed Bandits | Dec 28, 2020 | Lifelong learningMulti-Armed Bandits | —Unverified | 0 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 |
| Continual Lifelong Learning in Natural Language Processing: A Survey | Dec 17, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Multi-Domain Multi-Task Rehearsal for Lifelong Learning | Dec 14, 2020 | Lifelong learning | —Unverified | 0 |
| Learn-Prune-Share for Lifelong Learning | Dec 13, 2020 | Lifelong learning | CodeCode Available | 0 |
| Reset-Free Lifelong Learning with Skill-Space Planning | Dec 7, 2020 | Lifelong learningMuJoCo | CodeCode Available | 1 |
| A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification | Dec 1, 2020 | Few-Shot LearningFew-Shot Relation Classification | —Unverified | 0 |
| Calibrating CNNs for Lifelong Learning | Dec 1, 2020 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Lifelong Learning Without a Task Oracle | Nov 9, 2020 | Continual LearningLifelong learning | —Unverified | 0 |
| Findings of the First Shared Task on Lifelong Learning Machine Translation | Nov 1, 2020 | Lifelong learningMachine Translation | —Unverified | 0 |
| Using the Past Knowledge to Improve Sentiment Classification | Nov 1, 2020 | ClassificationKnowledge Distillation | —Unverified | 0 |
| Efficient Meta Lifelong-Learning with Limited Memory | Oct 6, 2020 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| Hierarchical Affordance Discovery using Intrinsic Motivation | Sep 23, 2020 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job | Sep 22, 2020 | Lifelong learningWorld Knowledge | —Unverified | 0 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 10, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| A Survey on Negative Transfer | Sep 2, 2020 | Lifelong learningMulti-Task Learning | CodeCode Available | 1 |
| Lifelong Object Detection | Sep 2, 2020 | Knowledge DistillationLifelong learning | —Unverified | 0 |
| Lifelong Graph Learning | Sep 1, 2020 | Action RecognitionContinual Learning | CodeCode Available | 1 |
