| Hidden incentives for self-induced distributional shift | Sep 25, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Meta-Learning Runge-Kutta | Sep 25, 2019 | Meta-LearningNumerical Integration | —Unverified | 0 |
| Decoupling Adaptation from Modeling with Meta-Optimizers for Meta Learning | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| Role of two learning rates in convergence of model-agnostic meta-learning | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| ES-MAML: Simple Hessian-Free Meta Learning | Sep 25, 2019 | Meta-Learning | CodeCode Available | 0 |
| Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion | Sep 25, 2019 | Few-Shot LearningKnowledge Graph Completion | CodeCode Available | 0 |
| Data Valuation using Reinforcement Learning | Sep 25, 2019 | Data ValuationDomain Adaptation | CodeCode Available | 0 |
| Decoder Choice Network for Meta-Learning | Sep 25, 2019 | DecoderEnsemble Learning | CodeCode Available | 0 |
| A Theoretical Analysis of the Number of Shots in Few-Shot Learning | Sep 25, 2019 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML | Sep 19, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-Neighborhoods | Sep 18, 2019 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 |
| MetalGAN: a Cluster-based Adaptive Training for Few-Shot Adversarial Colorization | Sep 17, 2019 | ColorizationImage Colorization | —Unverified | 0 |
| Stacking Models for Nearly Optimal Link Prediction in Complex Networks | Sep 17, 2019 | DiversityLink Prediction | CodeCode Available | 1 |
| Meta Reinforcement Learning for Sim-to-real Domain Adaptation | Sep 16, 2019 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Learning to Tune XGBoost with XGBoost | Sep 16, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Torchmeta: A Meta-Learning library for PyTorch | Sep 14, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta-Learning for Few-Shot Time Series Classification | Sep 13, 2019 | Activity RecognitionClassification | —Unverified | 0 |
| Differentially Private Meta-Learning | Sep 12, 2019 | Federated LearningFew-Shot Learning | —Unverified | 0 |
| Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning | Sep 12, 2019 | Meta-LearningSemantic Parsing | —Unverified | 0 |
| Modular Meta-Learning with Shrinkage | Sep 12, 2019 | Image ClassificationMeta-Learning | —Unverified | 0 |
| Nonstationary Nonparametric Online Learning: Balancing Dynamic Regret and Model Parsimony | Sep 12, 2019 | Meta-Learning | —Unverified | 0 |
| Cellular neuromodulation in artificial networks | Sep 11, 2019 | Meta-Learning | —Unverified | 0 |
| Recognizing Variables from their Data via Deep Embeddings of Distributions | Sep 11, 2019 | AttributeMeta-Learning | —Unverified | 0 |
| Learning to Propagate for Graph Meta-Learning | Sep 11, 2019 | Dataset GenerationFew-Shot Image Classification | CodeCode Available | 0 |
| Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators | Sep 11, 2019 | ClassificationDiversity | —Unverified | 0 |
