| Visual Question Answering as a Meta Learning Task | Nov 22, 2017 | Meta-LearningQuestion Answering | —Unverified | 0 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| On Extending Neural Networks with Loss Ensembles for Text Classification | Nov 14, 2017 | General ClassificationMeta-Learning | —Unverified | 0 |
| Fast Meta-Learning for Adaptive Hierarchical Classifier Design | Nov 9, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory | Nov 3, 2017 | Meta-Learning | CodeCode Available | 0 |
| Rate-optimal Meta Learning of Classification Error | Oct 31, 2017 | ClassificationDensity Estimation | —Unverified | 0 |
| Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm | Oct 31, 2017 | Meta-Learning | —Unverified | 0 |
| Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions | Oct 27, 2017 | Density EstimationImage Generation | —Unverified | 0 |
| Meta Learning Shared Hierarchies | Oct 26, 2017 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Meta-Learning via Feature-Label Memory Network | Oct 19, 2017 | Meta-Learning | —Unverified | 0 |
| Hyperparameter Importance Across Datasets | Oct 12, 2017 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 1 |
| Learning to Generalize: Meta-Learning for Domain Generalization | Oct 10, 2017 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments | Oct 10, 2017 | Meta-Learning | CodeCode Available | 0 |
| Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks | Oct 1, 2017 | DenoisingDiversity | —Unverified | 0 |
| Cost Adaptation for Robust Decentralized Swarm Behaviour | Sep 21, 2017 | Meta-Learning | CodeCode Available | 0 |
| Online Learning of a Memory for Learning Rates | Sep 20, 2017 | Meta-Learning | CodeCode Available | 0 |
| One-Shot Visual Imitation Learning via Meta-Learning | Sep 14, 2017 | Imitation LearningMeta-Learning | CodeCode Available | 0 |
| Meta-QSAR: a large-scale application of meta-learning to drug design and discovery | Sep 12, 2017 | BIG-bench Machine LearningDrug Design | —Unverified | 0 |
| ALCN: Meta-Learning for Contrast Normalization Applied to Robust 3D Pose Estimation | Aug 31, 2017 | 3D Pose EstimationMeta-Learning | —Unverified | 0 |
| Meta-Learning MCMC Proposals | Aug 21, 2017 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| Meta-SGD: Learning to Learn Quickly for Few-Shot Learning | Jul 31, 2017 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| A Simple Neural Attentive Meta-Learner | Jul 11, 2017 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 0 |
| Labeled Memory Networks for Online Model Adaptation | Jul 5, 2017 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Learning to Learn: Meta-Critic Networks for Sample Efficient Learning | Jun 29, 2017 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| A Meta-Learning Approach to One-Step Active Learning | Jun 26, 2017 | Active LearningMeta-Learning | —Unverified | 0 |
