| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting | Feb 20, 2019 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Particle Flow Bayes' Rule | Feb 2, 2019 | Bayesian InferenceMeta-Learning | CodeCode Available | 1 |
| Modular meta-learning in abstract graph networks for combinatorial generalization | Dec 19, 2018 | Meta-Learning | CodeCode Available | 1 |
| Meta-Transfer Learning for Few-Shot Learning | Dec 6, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Transferring Knowledge across Learning Processes | Dec 3, 2018 | Meta-LearningReinforcement Learning | CodeCode Available | 1 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning | Dec 3, 2018 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference | Oct 29, 2018 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| How to train your MAML | Oct 22, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
| Learning Quickly to Plan Quickly Using Modular Meta-Learning | Sep 20, 2018 | Meta-Learning | CodeCode Available | 1 |
| Characterizing classification datasets: a study of meta-features for meta-learning | Aug 30, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Meta-Learning with Latent Embedding Optimization | Jul 16, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Modular meta-learning | Jun 26, 2018 | Meta-Learning | CodeCode Available | 1 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | CodeCode Available | 1 |
| Meta-learning with differentiable closed-form solvers | May 21, 2018 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning | Mar 30, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learning to Reweight Examples for Robust Deep Learning | Mar 24, 2018 | Deep LearningMeta-Learning | CodeCode Available | 1 |
| On First-Order Meta-Learning Algorithms | Mar 8, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-Learning for Semi-Supervised Few-Shot Classification | Mar 2, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
