| Learning to Design RNA | Dec 31, 2018 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
| Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies | Dec 29, 2018 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| An Investigation of Few-Shot Learning in Spoken Term Classification | Dec 26, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Meta Architecture Search | Dec 22, 2018 | Bayesian InferenceFew-Shot Learning | CodeCode Available | 0 |
| Learning to Navigate the Web | Dec 21, 2018 | Deep Reinforcement LearningInstruction Following | —Unverified | 0 |
| Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects | Dec 20, 2018 | Image GenerationImage Segmentation | CodeCode Available | 0 |
| Modular meta-learning in abstract graph networks for combinatorial generalization | Dec 19, 2018 | Meta-Learning | CodeCode Available | 1 |
| Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL | Dec 18, 2018 | Meta-LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Toward Multimodal Model-Agnostic Meta-Learning | Dec 18, 2018 | DiversityFew-Shot Image Classification | —Unverified | 0 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Reconciling meta-learning and continual learning with online mixtures of tasks | Dec 14, 2018 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| Learning to Learn from Noisy Labeled Data | Dec 13, 2018 | image-classificationImage Classification | CodeCode Available | 0 |
| Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning | Dec 11, 2018 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Face-Focused Cross-Stream Network for Deception Detection in Videos | Dec 11, 2018 | Deception DetectionDeception Detection In Videos | —Unverified | 0 |
| Meta-Transfer Learning for Few-Shot Learning | Dec 6, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| The effects of negative adaptation in Model-Agnostic Meta-Learning | Dec 5, 2018 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Meta Learning Deep Visual Words for Fast Video Object Segmentation | Dec 4, 2018 | Meta-LearningObject | CodeCode Available | 0 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Transferring Knowledge across Learning Processes | Dec 3, 2018 | Meta-LearningReinforcement Learning | 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 Around A Common Mean | Dec 1, 2018 | Meta-Learning | —Unverified | 0 |
| MetaReg: Towards Domain Generalization using Meta-Regularization | Dec 1, 2018 | BIG-bench Machine LearningDomain Generalization | —Unverified | 0 |
| One-at-a-time: A Meta-Learning Recommender-System for Recommendation-Algorithm Selection on Micro Level | Nov 30, 2018 | Meta-LearningRecommendation Systems | —Unverified | 0 |
| Recurrent machines for likelihood-free inference | Nov 30, 2018 | Meta-Learning | CodeCode Available | 0 |
