| Meta Reinforcement Learning with Latent Variable Gaussian Processes | Mar 20, 2018 | Drug DesignGaussian Processes | —Unverified | 0 |
| On First-Order Meta-Learning Algorithms | Mar 8, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-Learning for Semi-Supervised Few-Shot Classification | Mar 2, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
| Natural Language to Structured Query Generation via Meta-Learning | Mar 2, 2018 | Meta-Learning | CodeCode Available | 0 |
| Federated Meta-Learning with Fast Convergence and Efficient Communication | Feb 22, 2018 | Federated LearningMeta-Learning | —Unverified | 0 |
| Machine Theory of Mind | Feb 21, 2018 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| Multi-resolution Tensor Learning for Large-Scale Spatial Data | Feb 19, 2018 | Meta-Learning | —Unverified | 0 |
| DiCE: The Infinitely Differentiable Monte-Carlo Estimator | Feb 14, 2018 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Meta-Learning: Learning to Learn in the Concept Space | Feb 10, 2018 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Practical Transfer Learning for Bayesian Optimization | Feb 6, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning | Feb 5, 2018 | Meta-LearningOne-Shot Learning | CodeCode Available | 0 |
| Interpretable Deep Convolutional Neural Networks via Meta-learning | Feb 2, 2018 | ClusteringFairness | —Unverified | 0 |
| Recasting Gradient-Based Meta-Learning as Hierarchical Bayes | Jan 26, 2018 | Meta-Learning | —Unverified | 0 |
| Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace | Jan 17, 2018 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 0 |
| Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers | Jan 9, 2018 | Meta-Learning | —Unverified | 0 |
| Joint autoencoders: a flexible meta-learning framework | Jan 1, 2018 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| The Context-Aware Learner | Jan 1, 2018 | Meta-Learning | —Unverified | 0 |
| Lifelong Word Embedding via Meta-Learning | Jan 1, 2018 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Deep Meta Learning for Real-Time Target-Aware Visual Tracking | Dec 26, 2017 | Meta-LearningReal-Time Visual Tracking | —Unverified | 0 |
| A Bridge Between Hyperparameter Optimization and Learning-to-learn | Dec 18, 2017 | Few-Shot LearningHyperparameter Optimization | CodeCode Available | 0 |
| How well does your sampler really work? | Dec 16, 2017 | Meta-Learning | —Unverified | 0 |
| Part 1: Training Sets & ASG Transforms | Dec 15, 2017 | Meta-Learning | —Unverified | 0 |
| A Heuristic Search Algorithm Using the Stability of Learning Algorithms in Certain Scenarios as the Fitness Function: An Artificial General Intelligence Engineering Approach | Dec 8, 2017 | Heuristic SearchMeta-Learning | —Unverified | 0 |
| A Meta-Learning Perspective on Cold-Start Recommendations for Items | Dec 1, 2017 | Meta-LearningProduct Recommendation | —Unverified | 0 |
