| 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 |
| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence | May 27, 2019 | Meta-Learning | —Unverified | 0 |
| Unsupervised Intuitive Physics from Past Experiences | May 26, 2019 | Meta-Learning | —Unverified | 0 |
| Personalizing Dialogue Agents via Meta-Learning | May 24, 2019 | Dialogue GenerationMeta-Learning | CodeCode Available | 0 |
| Zero-shot task adaptation by homoiconic meta-mapping | May 23, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta-GNN: On Few-shot Node Classification in Graph Meta-learning | May 23, 2019 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Evaluating recommender systems for AI-driven biomedical informatics | May 22, 2019 | AI AgentBIG-bench Machine Learning | CodeCode Available | 0 |
| A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning | May 22, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Recurring Concept Meta-learning for Evolving Data Streams | May 21, 2019 | DiversityGeneral Classification | —Unverified | 0 |
| Few-Shot Adversarial Learning of Realistic Neural Talking Head Models | May 20, 2019 | Meta-LearningOne-Shot Learning | CodeCode Available | 0 |
| Alpha MAML: Adaptive Model-Agnostic Meta-Learning | May 17, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Meta Reinforcement Learning with Task Embedding and Shared Policy | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning | May 16, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Adaptive Gradient-Based Meta-Learning Methods | May 16, 2019 | Meta-Learning | —Unverified | 0 |
| Deep Knowledge Based Agent: Learning to do tasks by self-thinking about imaginary worlds | May 16, 2019 | Knowledge Base ConstructionMeta-Learning | —Unverified | 0 |
| Efficient Optimization of Loops and Limits with Randomized Telescoping Sums | May 16, 2019 | Meta-LearningVariational Inference | CodeCode Available | 0 |
| Enabling Continual Learning in Neural Networks with Meta Learning | May 16, 2019 | Continual LearningMeta-Learning | —Unverified | 0 |
| A Meta Understanding of Meta-Learning | May 16, 2019 | Data AugmentationMeta-Learning | —Unverified | 0 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 |
| LEAF: A Benchmark for Federated Settings | May 16, 2019 | Autonomous VehiclesBenchmarking | —Unverified | 0 |
| Meta-Teaching: Curriculum Generation for Lifelong Learning | May 16, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Learning to learn to communicate | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment | May 15, 2019 | General ClassificationMeta-Learning | —Unverified | 0 |
| LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning | May 15, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta reinforcement learning as task inference | May 15, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
