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| Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild | Mar 29, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML | Mar 20, 2019 | AutoMLContinual Learning | —Unverified | 0 |
| AutoML @ NeurIPS 2018 challenge: Design and Results | Mar 12, 2019 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Continual Learning via Neural Pruning | Mar 11, 2019 | Continual LearningDiagnostic | —Unverified | 0 |
| Representative Task Self-selection for Flexible Clustered Lifelong Learning | Mar 6, 2019 | Lifelong learningModel Optimization | —Unverified | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 |
| Attention-Based Structural-Plasticity | Mar 2, 2019 | Lifelong learningPermuted-MNIST | —Unverified | 0 |