| Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory | Sep 25, 2019 | MemorizationPermuted-MNIST | —Unverified | 0 |
| Discriminative Variational Autoencoder for Continual Learning with Generative Replay | Sep 25, 2019 | Continual LearningPermuted-MNIST | —Unverified | 0 |
| Differentiable Hebbian Plasticity for Continual Learning | May 16, 2019 | Continual LearningPermuted-MNIST | —Unverified | 0 |
| Improving and Understanding Variational Continual Learning | May 6, 2019 | Continual LearningPermuted-MNIST | CodeCode Available | 1 |
| Continual Learning via Explicit Structure Learning | May 1, 2019 | Continual LearningPermuted-MNIST | —Unverified | 0 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting | Mar 31, 2019 | Continual LearningNeural Architecture Search | —Unverified | 0 |
| Interactions between Representation Learning and Supervision | Mar 25, 2019 | Continual LearningDimensionality Reduction | —Unverified | 0 |
| Attention-Based Structural-Plasticity | Mar 2, 2019 | Lifelong learningPermuted-MNIST | —Unverified | 0 |
| Three continual learning scenarios and a case for generative replay | Sep 27, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
