| Autonomous Goal Exploration using Learned Goal Spaces for Visuomotor Skill Acquisition in Robots | Jun 10, 2019 | Lifelong learningRepresentation Learning | —Unverified | 0 |
| Forward and Backward Knowledge Transfer for Sentiment Classification | Jun 8, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Lifelong Learning with a Changing Action Set | Jun 5, 2019 | Decision MakingLifelong learning | CodeCode Available | 0 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Efficient Network Construction through Structural Plasticity | May 27, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting | May 25, 2019 | Lifelong learning | —Unverified | 0 |
| Adversarially robust transfer learning | May 20, 2019 | Lifelong learningTransfer Learning | CodeCode Available | 0 |
| Tasks Without Borders: A New Approach to Online Multi-Task Learning | May 16, 2019 | Lifelong learningMulti-Task Learning | —Unverified | 0 |
| Meta-Teaching: Curriculum Generation for Lifelong Learning | May 16, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Lifelong Learning via Online Leverage Score Sampling | May 16, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Overcoming Catastrophic Forgetting via Model Adaptation | May 1, 2019 | Continual LearningLifelong learning | —Unverified | 0 |
| Feature Transformers: A Unified Representation Learning Framework for Lifelong Learning | May 1, 2019 | Lifelong learningRepresentation Learning | —Unverified | 0 |
| Projective Subspace Networks For Few-Shot Learning | May 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying | Apr 30, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition | Apr 17, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor | Apr 7, 2019 | Lifelong learning | —Unverified | 0 |
| 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 |
