| Learning to Segment Skin Lesions from Noisy Annotations | Jun 10, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Domain Adaptive Dialog Generation via Meta Learning | Jun 8, 2019 | Domain AdaptationMeta-Learning | CodeCode Available | 0 |
| Using learned optimizers to make models robust to input noise | Jun 8, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Watch, Try, Learn: Meta-Learning from Demonstrations and Reward | Jun 7, 2019 | Imitation LearningMeta-Learning | —Unverified | 0 |
| One-Shot Neural Architecture Search via Compressive Sensing | Jun 7, 2019 | Compressive SensingMeta-Learning | CodeCode Available | 0 |
| Adaptive Gradient-Based Meta-Learning Methods | Jun 6, 2019 | Federated LearningFew-Shot Learning | CodeCode Available | 0 |
| Query-efficient Meta Attack to Deep Neural Networks | Jun 6, 2019 | Adversarial AttackMeta-Learning | CodeCode Available | 0 |
| Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings | Jun 5, 2019 | Density EstimationMeta-Learning | —Unverified | 0 |
| A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers | Jun 4, 2019 | Decision MakingMeta-Learning | CodeCode Available | 0 |
| Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning | Jun 4, 2019 | Meta-Learning | —Unverified | 0 |
| Learning to Self-Train for Semi-Supervised Few-Shot Classification | Jun 3, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Sequential Scenario-Specific Meta Learner for Online Recommendation | Jun 2, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Incremental Few-Shot Learning for Pedestrian Attribute Recognition | Jun 2, 2019 | AttributeFew-Shot Learning | —Unverified | 0 |
| Learning to Transfer: Unsupervised Meta Domain Translation | Jun 1, 2019 | Generative Adversarial NetworkMeta-Learning | CodeCode Available | 0 |
| Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection | Jun 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Generalizable Person Re-Identification by Domain-Invariant Mapping Network | Jun 1, 2019 | Domain GeneralizationGeneralizable Person Re-identification | —Unverified | 0 |
| Task Agnostic Meta-Learning for Few-Shot Learning | Jun 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Regression Networks for Meta-Learning Few-Shot Classification | May 31, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks | May 30, 2019 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Representations for Continual Learning | May 29, 2019 | Continual LearningMeta-Learning | CodeCode Available | 0 |
| Beyond Exponentially Discounted Sum: Automatic Learning of Return Function | May 28, 2019 | Atari GamesForm | —Unverified | 0 |
| Image Deformation Meta-Networks for One-Shot Learning | May 28, 2019 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 0 |
| Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy | May 28, 2019 | counterfactualEfficient Exploration | —Unverified | 0 |
| Discrete Infomax Codes for Supervised Representation Learning | May 28, 2019 | Meta-LearningMetric Learning | —Unverified | 0 |
| Dataset2Vec: Learning Dataset Meta-Features | May 27, 2019 | Auxiliary LearningFew-Shot Learning | CodeCode Available | 0 |
