| Information-Theoretic Generalization Bounds for Meta-Learning and Applications | May 9, 2020 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning | May 8, 2020 | Deep LearningMedical Image Segmentation | —Unverified | 0 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Generalized Reinforcement Meta Learning for Few-Shot Optimization | May 4, 2020 | DecoderFew-Shot Learning | —Unverified | 0 |
| Bayesian Meta Sampling for Fast Uncertainty Adaptation | May 1, 2020 | Meta-Learning | CodeCode Available | 0 |
| Towards Fast Adaptation of Neural Architectures with Meta Learning | May 1, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta Dropout: Learning to Perturb Latent Features for Generalization | May 1, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 |
| Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards | May 1, 2020 | Imitation LearningMeta-Learning | —Unverified | 0 |
| Physarum Powered Differentiable Linear Programming Layers and Applications | Apr 30, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Addressing Catastrophic Forgetting in Few-Shot Problems | Apr 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation | Apr 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta-Learning for Few-Shot Land Cover Classification | Apr 28, 2020 | ClassificationDiversity | —Unverified | 0 |
| Learning to Learn Morphological Inflection for Resource-Poor Languages | Apr 28, 2020 | Cross-Lingual TransferLEMMA | —Unverified | 0 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data | Apr 26, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System | Apr 26, 2020 | AI2 Reasoning ChallengeARC | —Unverified | 0 |
| Automatic low-bit hybrid quantization of neural networks through meta learning | Apr 24, 2020 | Meta-LearningQuantization | —Unverified | 0 |
| ST^2: Small-data Text Style Transfer via Multi-task Meta-Learning | Apr 24, 2020 | Meta-LearningSentence | —Unverified | 0 |
| Model-Based Meta-Reinforcement Learning for Flight with Suspended Payloads | Apr 23, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Learning to Classify Intents and Slot Labels Given a Handful of Examples | Apr 22, 2020 | Few-Shot LearningGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning | Apr 19, 2020 | Adversarial AttackDialogue Generation | —Unverified | 0 |
| Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning | Apr 19, 2020 | Dialogue GenerationKnowledge Graphs | —Unverified | 0 |
| Reinforcement Meta-Learning for Interception of Maneuvering Exoatmospheric Targets with Parasitic Attitude Loop | Apr 18, 2020 | Meta-Learning | CodeCode Available | 1 |
| A Comprehensive Overview and Survey of Recent Advances in Meta-Learning | Apr 17, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
