| Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization | May 28, 2018 | Active LearningContinuous Object Recognition | CodeCode Available | 0 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Self-Net: Lifelong Learning via Continual Self-Modeling | May 25, 2018 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| HOUDINI: Lifelong Learning as Program Synthesis | Mar 31, 2018 | Lifelong learningProgram Synthesis | CodeCode Available | 0 |
| Selective Experience Replay for Lifelong Learning | Feb 28, 2018 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Computational Theories of Curiosity-Driven Learning | Feb 28, 2018 | BIG-bench Machine LearningLifelong learning | —Unverified | 0 |
| Unicorn: Continual Learning with a Universal, Off-policy Agent | Feb 22, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
| Intrinsic Motivation and Mental Replay enable Efficient Online Adaptation in Stochastic Recurrent Networks | Feb 22, 2018 | Lifelong learningMotion Planning | —Unverified | 0 |
