| Continual Learning with Memory Cascades | Sep 22, 2021 | Continual LearningPermuted-MNIST | —Unverified | 0 |
| Shared and Private VAEs with Generative Replay for Continual Learning | May 17, 2021 | Continual LearningPermuted-MNIST | CodeCode Available | 0 |
| Lifelong Learning with Sketched Structural Regularization | Apr 17, 2021 | Continual LearningLifelong learning | —Unverified | 0 |
| CKConv: Continuous Kernel Convolution For Sequential Data | Feb 4, 2021 | Permuted-MNISTSequential Image Classification | CodeCode Available | 1 |
| Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based Initialization | Nov 5, 2020 | MemorizationPermuted-MNIST | CodeCode Available | 0 |
| HiPPO: Recurrent Memory with Optimal Polynomial Projections | Aug 17, 2020 | Permuted-MNISTSequential Image Classification | CodeCode Available | 1 |
| Enabling Continual Learning with Differentiable Hebbian Plasticity | Jun 30, 2020 | Continual LearningPermuted-MNIST | —Unverified | 0 |
| Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning | Jun 12, 2020 | Bayesian Optimizationclass-incremental learning | —Unverified | 0 |
| Continual Learning with Extended Kronecker-factored Approximate Curvature | Apr 16, 2020 | Continual LearningGeneral Classification | —Unverified | 0 |
| Differentiable Hebbian Consolidation for Continual Learning | Sep 25, 2019 | Continual LearningPermuted-MNIST | —Unverified | 0 |
