| Neural Algorithms for Graph Navigation | Oct 17, 2020 | Deep Reinforcement LearningGraph Learning | —Unverified | 0 |
| Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation | Oct 17, 2020 | DecoderFew-Shot Learning | —Unverified | 0 |
| MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler | Oct 17, 2020 | imbalanced classificationMeta-Learning | CodeCode Available | 1 |
| Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization | Oct 16, 2020 | 3D Shape Reconstruction3D Shape Representation | —Unverified | 0 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| ALPaCA vs. GP-based Prior Learning: A Comparison between two Bayesian Meta-Learning Algorithms | Oct 15, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Bilevel Optimization: Convergence Analysis and Enhanced Design | Oct 15, 2020 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Theoretical bounds on estimation error for meta-learning | Oct 14, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach | Oct 14, 2020 | Meta-Learning | —Unverified | 0 |
| Data Augmentation for Meta-Learning | Oct 14, 2020 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Function Contrastive Learning of Transferable Meta-Representations | Oct 14, 2020 | Contrastive LearningDecoder | —Unverified | 0 |
| Measuring few-shot extrapolation with program induction | Oct 13, 2020 | Meta-LearningProgram induction | —Unverified | 0 |
| Model Selection for Cross-Lingual Transfer | Oct 13, 2020 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 0 |
| Meta-Active Learning for Node Response Prediction in Graphs | Oct 12, 2020 | Active LearningMeta-Learning | —Unverified | 0 |
| How Important is the Train-Validation Split in Meta-Learning? | Oct 12, 2020 | Meta-Learning | —Unverified | 0 |
| Domain Agnostic Learning for Unbiased Authentication | Oct 11, 2020 | Face RecognitionMeta-Learning | —Unverified | 0 |
| Characterizing Policy Divergence for Personalized Meta-Reinforcement Learning | Oct 9, 2020 | DiversityMeta-Learning | —Unverified | 0 |
| Few-shot Learning for Spatial Regression | Oct 9, 2020 | Few-Shot LearningGaussian Processes | —Unverified | 0 |
| Learning Not to Learn: Nature versus Nurture in Silico | Oct 9, 2020 | Bayesian InferenceMeta-Learning | —Unverified | 0 |
| Adaptive Self-training for Few-shot Neural Sequence Labeling | Oct 7, 2020 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| A Survey of Deep Meta-Learning | Oct 7, 2020 | Meta-LearningSurvey | —Unverified | 0 |
| Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing | Oct 7, 2020 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning | Oct 6, 2020 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment | Oct 6, 2020 | Meta-Learning | CodeCode Available | 1 |
