| Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning | Mar 12, 2020 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| Learning Compositional Rules via Neural Program Synthesis | Mar 12, 2020 | Meta-LearningProgram Synthesis | CodeCode Available | 1 |
| Meta-learning curiosity algorithms | Mar 11, 2020 | AcrobotMeta-Learning | CodeCode Available | 1 |
| Online Meta-Critic Learning for Off-Policy Actor-Critic Methods | Mar 11, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Learning State-Dependent Losses for Inverse Dynamics Learning | Mar 10, 2020 | Meta-Learning | —Unverified | 0 |
| Incremental Few-Shot Object Detection | Mar 10, 2020 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Single-View 3D Object Reconstruction from Shape Priors in Memory | Mar 8, 2020 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| Finding online neural update rules by learning to remember | Mar 6, 2020 | Meta-Learning | —Unverified | 0 |
| Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images | Mar 6, 2020 | General ClassificationMeta-Learning | —Unverified | 0 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| TaskNorm: Rethinking Batch Normalization for Meta-Learning | Mar 6, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Zero-Shot Cross-Lingual Transfer with Meta Learning | Mar 5, 2020 | Cross-Lingual TransferFew-Shot NLI | CodeCode Available | 1 |
| PAC-Bayes meta-learning with implicit task-specific posteriors | Mar 5, 2020 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Meta Cyclical Annealing Schedule: A Simple Approach to Avoiding Meta-Amortization Error | Mar 4, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning | Mar 3, 2020 | DecoderMeta-Learning | CodeCode Available | 1 |
| Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning | Mar 3, 2020 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Rapidly Adaptable Legged Robots via Evolutionary Meta-Learning | Mar 2, 2020 | Meta-Learning | —Unverified | 0 |
| Meta-Transfer Learning for Zero-Shot Super-Resolution | Feb 27, 2020 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 |
| Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning? | Feb 27, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Meta-Learned Confidence for Few-shot Learning | Feb 27, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Using a thousand optimization tasks to learn hyperparameter search strategies | Feb 27, 2020 | DiversityGeneral Classification | —Unverified | 0 |
| Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures | Feb 26, 2020 | Meta-Learning | CodeCode Available | 0 |
| Provable Meta-Learning of Linear Representations | Feb 26, 2020 | Meta-Learningregression | CodeCode Available | 0 |
