| Meta-Learning to Detect Rare Objects | Oct 1, 2019 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video | Oct 1, 2019 | Meta-LearningVideo Prediction | —Unverified | 0 |
| Meta-learning algorithms for Few-Shot Computer Vision | Sep 30, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning | Sep 30, 2019 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Chameleon: Learning Model Initializations Across Tasks With Different Schemas | Sep 30, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation | Sep 28, 2019 | FormMeta-Learning | —Unverified | 0 |
| Learning Fast Adaptation with Meta Strategy Optimization | Sep 28, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning | Sep 28, 2019 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| Improving Federated Learning Personalization via Model Agnostic Meta Learning | Sep 27, 2019 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Overcoming Data Limitation in Medical Visual Question Answering | Sep 26, 2019 | DenoisingMedical Visual Question Answering | CodeCode Available | 1 |
| Fast and Effective Adaptation of Facial Action Unit Detection Deep Model | Sep 26, 2019 | Action Unit DetectionFacial Action Unit Detection | —Unverified | 0 |
| Localized Meta-Learning: A PAC-Bayes Analysis for Meta-Leanring Beyond Global Prior | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| Learning Effective Exploration Strategies For Contextual Bandits | Sep 25, 2019 | Imitation LearningLearning-To-Rank | —Unverified | 0 |
| Meta-Learning by Hallucinating Useful Examples | Sep 25, 2019 | Few-Shot LearningHallucination | —Unverified | 0 |
| Localized Generations with Deep Neural Networks for Multi-Scale Structured Datasets | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| Discrete InfoMax Codes for Meta-Learning | Sep 25, 2019 | Meta-LearningMetric Learning | —Unverified | 0 |
| Semi-Supervised Few-Shot Learning with a Controlled Degree of Task-Adaptive Conditioning | Sep 25, 2019 | ClusteringFew-Shot Learning | —Unverified | 0 |
| Meta-RCNN: Meta Learning for Few-Shot Object Detection | Sep 25, 2019 | Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection | —Unverified | 0 |
| Meta-Learning for Variational Inference | Sep 25, 2019 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| NORML: Nodal Optimization for Recurrent Meta-Learning | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| Efficient meta reinforcement learning via meta goal generation | Sep 25, 2019 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Meta Learning via Learned Loss | Sep 25, 2019 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| Few-Shot Regression via Learning Sparsifying Basis Functions | Sep 25, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| A Data-Efficient Mutual Information Neural Estimator for Statistical Dependency Testing | Sep 25, 2019 | Meta-Learning | —Unverified | 0 |
| Meta-Learning with Network Pruning for Overfitting Reduction | Sep 25, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
