| Dif-MAML: Decentralized Multi-Agent Meta-Learning | Oct 6, 2020 | Meta-Learning | —Unverified | 0 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 |
| Meta-Learning of Structured Task Distributions in Humans and Machines | Oct 5, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement | Oct 5, 2020 | Meta-Learning | CodeCode Available | 1 |
| Improving Few-Shot Learning through Multi-task Representation Learning Theory | Oct 5, 2020 | Continual LearningFew-Shot Learning | CodeCode Available | 0 |
| Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning | Oct 4, 2020 | Dialogue GenerationInformativeness | —Unverified | 0 |
| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bayesian Meta-reinforcement Learning for Traffic Signal Control | Oct 1, 2020 | Continual LearningMeta-Learning | —Unverified | 0 |
| MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization | Sep 29, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations | Sep 29, 2020 | Adversarial AttackBilevel Optimization | —Unverified | 0 |
| Bayesian Online Meta-Learning | Sep 28, 2020 | ClassificationMeta-Learning | —Unverified | 0 |
| Provably Faster Algorithms for Bilevel Optimization and Applications to Meta-Learning | Sep 28, 2020 | Bilevel OptimizationHyperparameter Optimization | —Unverified | 0 |
| Non-greedy Gradient-based Hyperparameter Optimization Over Long Horizons | Sep 28, 2020 | Few-Shot LearningHyperparameter Optimization | —Unverified | 0 |
| Improving Few-Shot Visual Classification with Unlabelled Examples | Sep 28, 2020 | ClassificationClustering | —Unverified | 0 |
| Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms | Sep 28, 2020 | Few-Shot LearningLearning Theory | —Unverified | 0 |
| Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift | Sep 28, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Interventional Few-Shot Learning | Sep 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Learning to Adapt Multi-View Stereo by Self-Supervision | Sep 28, 2020 | 3D Scene ReconstructionMeta-Learning | —Unverified | 0 |
| BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning | Sep 28, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| A Primal-Dual Subgradient Approachfor Fair Meta Learning | Sep 26, 2020 | FairnessFew-Shot Learning | CodeCode Available | 0 |
| Domain Generalization via Semi-supervised Meta Learning | Sep 26, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 0 |
| Complementary Meta-Reinforcement Learning for Fault-Adaptive Control | Sep 26, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| A Meta-learning based Distribution System Load Forecasting Model Selection Framework | Sep 25, 2020 | Load ForecastingMeta-Learning | —Unverified | 0 |
| Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey | Sep 24, 2020 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
