| Few-Shot Named Entity Recognition: A Comprehensive Study | Dec 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation | Dec 22, 2020 | DiagnosticDialogue Generation | CodeCode Available | 1 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Meta-Learning Approach for Graph Representation Learning in Multi-Task Settings | Dec 12, 2020 | Graph Representation LearningMeta-Learning | CodeCode Available | 1 |
| Learned Initializations for Optimizing Coordinate-Based Neural Representations | Dec 3, 2020 | Meta-Learning | CodeCode Available | 1 |
| Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification | Dec 1, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Learning to Adapt to Evolving Domains | Dec 1, 2020 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Information Maximization for Few-Shot Learning | Dec 1, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Look-ahead Meta Learning for Continual Learning | Dec 1, 2020 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| Meta Batch-Instance Normalization for Generalizable Person Re-Identification | Nov 30, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning | Nov 10, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 |
| DynaVSR: Dynamic Adaptive Blind Video Super-Resolution | Nov 9, 2020 | Meta-LearningSuper-Resolution | CodeCode Available | 1 |
| Meta-Learning with Adaptive Hyperparameters | Oct 31, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning | Oct 29, 2020 | Knowledge Base Question AnsweringMeta-Learning | CodeCode Available | 1 |
| MELD: Meta-Reinforcement Learning from Images via Latent State Models | Oct 26, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Few-shot Decoding of Brain Activation Maps | Oct 23, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | Oct 20, 2020 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 |
| MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler | Oct 17, 2020 | imbalanced classificationMeta-Learning | CodeCode Available | 1 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Bilevel Optimization: Convergence Analysis and Enhanced Design | Oct 15, 2020 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Data Augmentation for Meta-Learning | Oct 14, 2020 | Data AugmentationMeta-Learning | 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 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 |
| On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment | Oct 6, 2020 | Meta-Learning | CodeCode Available | 1 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
