| MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement | Oct 5, 2020 | Meta-Learning | CodeCode Available | 1 |
| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning | Sep 28, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Interventional Few-Shot Learning | Sep 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Automating Outlier Detection via Meta-Learning | Sep 22, 2020 | Anomaly DetectionAutoML | CodeCode Available | 1 |
| Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks | Sep 17, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Few-Shot Unsupervised Continual Learning through Meta-Examples | Sep 17, 2020 | ClusteringContinual Learning | CodeCode Available | 1 |
| Few-shot Learning with LSSVM Base Learner and Transductive Modules | Sep 12, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta Learning for Few-Shot One-class Classification | Sep 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Transfer Graph Neural Networks for Pandemic Forecasting | Sep 10, 2020 | Meta-LearningRepresentation Learning | CodeCode Available | 1 |
| Prototype Completion with Primitive Knowledge for Few-Shot Learning | Sep 10, 2020 | AttributeFew-Shot Learning | CodeCode Available | 1 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 10, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Grounded Language Learning Fast and Slow | Sep 3, 2020 | Grounded language learningMeta-Learning | CodeCode Available | 1 |
| Simulating Unknown Target Models for Query-Efficient Black-box Attacks | Sep 2, 2020 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Transductive Information Maximization For Few-Shot Learning | Aug 25, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| BOIL: Towards Representation Change for Few-shot Learning | Aug 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging | Aug 18, 2020 | Computed Tomography (CT)Domain Generalization | CodeCode Available | 1 |
| Offline Meta-Reinforcement Learning with Advantage Weighting | Aug 13, 2020 | Machine TranslationMeta-Learning | CodeCode Available | 1 |
| Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters | Aug 12, 2020 | AttributeDecision Making | CodeCode Available | 1 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 |
| Offline Meta Learning of Exploration | Aug 6, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Few-shot Classification via Adaptive Attention | Aug 6, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech | Aug 3, 2020 | Meta-LearningSpeech Synthesis | CodeCode Available | 1 |
| Learning to Purify Noisy Labels via Meta Soft Label Corrector | Aug 3, 2020 | Meta-Learning | CodeCode Available | 1 |
| On Modulating the Gradient for Meta-Learning | Aug 1, 2020 | Meta-Learning | CodeCode Available | 1 |
