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| Triple Memory Networks: a Brain-Inspired Method for Continual Learning | Mar 6, 2020 | Attributeclass-incremental learning | CodeCode Available | 0 |
| Cognitively-Inspired Model for Incremental Learning Using a Few Examples | Feb 27, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Mnemonics Training: Multi-Class Incremental Learning without Forgetting | Feb 24, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Adversarial Incremental Learning | Jan 30, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| ScaIL: Classifier Weights Scaling for Class Incremental Learning | Jan 16, 2020 | AI Agentclass-incremental learning | —Unverified | 0 |
| Online Continual Learning with Maximal Interfered Retrieval | Dec 1, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Maintaining Discrimination and Fairness in Class Incremental Learning | Nov 16, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| IL2M: Class Incremental Learning With Dual Memory | Oct 1, 2019 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Neural Architecture Search for Class-incremental Learning | Sep 14, 2019 | AutoMLclass-incremental learning | —Unverified | 0 |
| Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis | Sep 4, 2019 | BIG-bench Machine Learningclass-incremental learning | CodeCode Available | 0 |
| Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches | Jul 8, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Incremental Concept Learning via Online Generative Memory Recall | Jul 5, 2019 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Learning a Unified Classifier Incrementally via Rebalancing | Jun 1, 2019 | Class Incremental LearningIncremental Learning | CodeCode Available | 0 |
| Large Scale Incremental Learning | May 30, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning | May 20, 2019 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Gradient based sample selection for online continual learning | Mar 20, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Class-incremental Learning via Deep Model Consolidation | Mar 19, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| On Tiny Episodic Memories in Continual Learning | Feb 27, 2019 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Efficient Lifelong Learning with A-GEM | Dec 2, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Extending Pretrained Segmentation Networks with Additional Anatomical Structures | Nov 12, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | Jul 10, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Continuous Learning in Single-Incremental-Task Scenarios | Jun 22, 2018 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| SupportNet: solving catastrophic forgetting in class incremental learning with support data | Jun 8, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| A Class-Incremental Learning Method Based on One Class Support Vector Machine | Mar 1, 2018 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Continual Learning with Deep Generative Replay | May 24, 2017 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| A Strategy for an Uncompromising Incremental Learner | May 2, 2017 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Overcoming catastrophic forgetting in neural networks | Dec 2, 2016 | Atari Gamesclass-incremental learning | CodeCode Available | 1 |
| iCaRL: Incremental Classifier and Representation Learning | Nov 23, 2016 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Incremental One-Class Models for Data Classification | Oct 15, 2016 | Classificationclass-incremental learning | —Unverified | 0 |
| A Novel Progressive Multi-label Classifier for Classincremental Data | Sep 23, 2016 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Learning without Forgetting | Jun 29, 2016 | Class Incremental LearningContinual Learning | CodeCode Available | 2 |
