| Improved Few-Shot Visual Classification | Dec 7, 2019 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning | Dec 5, 2019 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| MetaFun: Meta-Learning with Iterative Functional Updates | Dec 5, 2019 | DecoderFew-Shot Image Classification | CodeCode Available | 0 |
| Learning to Recommend via Meta Parameter Partition | Dec 4, 2019 | Meta-Learning | —Unverified | 0 |
| BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) | Dec 3, 2019 | Meta-Learning | CodeCode Available | 0 |
| MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification | Dec 1, 2019 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Online-Within-Online Meta-Learning | Dec 1, 2019 | Meta-Learning | CodeCode Available | 0 |
| MetaInit: Initializing learning by learning to initialize | Dec 1, 2019 | Meta-Learning | —Unverified | 0 |
| Learning to Learn By Self-Critique | Dec 1, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Efficient Meta Learning via Minibatch Proximal Update | Dec 1, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| VIABLE: Fast Adaptation via Backpropagating Learned Loss | Nov 29, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Sparsely Grouped Input Variables for Neural Networks | Nov 29, 2019 | Meta-Learning | CodeCode Available | 0 |
| Ranking architectures using meta-learning | Nov 26, 2019 | Meta-LearningNeural Architecture Search | —Unverified | 0 |
| Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning | Nov 25, 2019 | Meta-LearningObject | —Unverified | 0 |
| Learning to Learn Words from Visual Scenes | Nov 25, 2019 | Language AcquisitionLanguage Modelling | CodeCode Available | 0 |
| Regularized Fine-grained Meta Face Anti-spoofing | Nov 25, 2019 | Domain GeneralizationFace Anti-Spoofing | CodeCode Available | 0 |
| Meta-Learning of Neural Architectures for Few-Shot Learning | Nov 25, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning | Nov 24, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Differentiable Meta-learning Model for Few-shot Semantic Segmentation | Nov 23, 2019 | Few-Shot LearningFew-Shot Semantic Segmentation | —Unverified | 0 |
| Investigating Active Learning and Meta-Learning for Iterative Peptide Design | Nov 20, 2019 | Active LearningBinary Classification | —Unverified | 0 |
| Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online | Nov 19, 2019 | Continual Learningcontinuous-control | —Unverified | 0 |
| Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features | Nov 18, 2019 | ClusteringData Augmentation | CodeCode Available | 0 |
| Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition | Nov 17, 2019 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 |
| Six Degree-of-Freedom Body-Fixed Hovering over Unmapped Asteroids via LIDAR Altimetry and Reinforcement Meta-Learning | Nov 16, 2019 | Meta-LearningPosition | —Unverified | 0 |
| Self-Supervised Learning For Few-Shot Image Classification | Nov 14, 2019 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 |
