| Meta-Learning with Context-Agnostic Initialisations | Jul 29, 2020 | Meta-Learning | CodeCode Available | 0 |
| La-MAML: Look-ahead Meta Learning for Continual Learning | Jul 27, 2020 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| Universality of Gradient Descent Neural Network Training | Jul 27, 2020 | Meta-Learning | —Unverified | 0 |
| Improving Generalization in Meta-learning via Task Augmentation | Jul 26, 2020 | Meta-Learning | CodeCode Available | 1 |
| Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning | Jul 25, 2020 | Anomaly DetectionFault Diagnosis | —Unverified | 0 |
| Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild | Jul 23, 2020 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| MetAL: Active Semi-Supervised Learning on Graphs via Meta Learning | Jul 22, 2020 | Active LearningBilevel Optimization | CodeCode Available | 0 |
| Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach | Jul 21, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks | Jul 20, 2020 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 |
| Meta-learning for Few-shot Natural Language Processing: A Survey | Jul 19, 2020 | Meta-LearningSurvey | —Unverified | 0 |
| CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search | Jul 18, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Contextualizing Enhances Gradient Based Meta Learning | Jul 17, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems | Jul 17, 2020 | Drift DetectionMeta-Learning | —Unverified | 0 |
| Probabilistic Active Meta-Learning | Jul 17, 2020 | Meta-Learning | CodeCode Available | 1 |
| Adaptive Task Sampling for Meta-Learning | Jul 17, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Discovering Reinforcement Learning Algorithms | Jul 17, 2020 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Collision Avoidance Robotics Via Meta-Learning (CARML) | Jul 16, 2020 | Collision AvoidanceMeta-Learning | CodeCode Available | 0 |
| Layer-Wise Adaptive Updating for Few-Shot Image Classification | Jul 16, 2020 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs | Jul 16, 2020 | Auxiliary LearningLink Prediction | CodeCode Available | 1 |
| Learning to Learn with Variational Information Bottleneck for Domain Generalization | Jul 15, 2020 | Domain GeneralizationMeta-Learning | —Unverified | 0 |
| How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning | Jul 15, 2020 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| Few-shot Scene-adaptive Anomaly Detection | Jul 15, 2020 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| Gradient-based Hyperparameter Optimization Over Long Horizons | Jul 15, 2020 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 1 |
| Concept Learners for Few-Shot Learning | Jul 14, 2020 | Few-Shot LearningFine-Grained Image Classification | CodeCode Available | 1 |
