| Deep Mixture of Experts via Shallow Embedding | Jun 5, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta-Learner with Linear Nulling | Jun 4, 2018 | ClassificationFew-Shot Learning | —Unverified | 0 |
| On the Importance of Attention in Meta-Learning for Few-Shot Text Classification | Jun 3, 2018 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Text normalization using memory augmented neural networks | May 31, 2018 | Meta-LearningText Normalization | CodeCode Available | 0 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning | May 25, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach | May 25, 2018 | Meta-Learningregression | —Unverified | 0 |
| Meta-Gradient Reinforcement Learning | May 24, 2018 | Meta-Learningreinforcement-learning | CodeCode Available | 0 |
| Been There, Done That: Meta-Learning with Episodic Recall | May 24, 2018 | Meta-Learning | CodeCode Available | 0 |
| Meta-Learning Probabilistic Inference For Prediction | May 24, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Meta-Learning for Low-Resource Neural Machine Translation | May 23, 2018 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | —Unverified | 0 |
| Meta-Learning with Hessian-Free Approach in Deep Neural Nets Training | May 22, 2018 | Meta-Learning | CodeCode Available | 0 |
| Multi-task Maximum Entropy Inverse Reinforcement Learning | May 22, 2018 | Imitation LearningMeta-Learning | CodeCode Available | 0 |
| Meta-learning with differentiable closed-form solvers | May 21, 2018 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| Task-Agnostic Meta-Learning for Few-shot Learning | May 20, 2018 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Diverse Few-Shot Text Classification with Multiple Metrics | May 19, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Continuous Learning in a Hierarchical Multiscale Neural Network | May 15, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples | May 11, 2018 | Few-Shot LearningFine-Grained Image Recognition | CodeCode Available | 0 |
| Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning Control | May 10, 2018 | Atari GamesMeta-Learning | —Unverified | 0 |
| MetaBags: Bagged Meta-Decision Trees for Regression | Apr 17, 2018 | Inductive BiasMeta-Learning | —Unverified | 0 |
| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Update Rules for Unsupervised Representation Learning | Mar 31, 2018 | Meta-LearningRepresentation Learning | CodeCode Available | 0 |
| Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning | Mar 30, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Meta-Learning a Dynamical Language Model | Mar 28, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Reweight Examples for Robust Deep Learning | Mar 24, 2018 | Deep LearningMeta-Learning | CodeCode Available | 1 |
