| 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 |
| Information Maximization for Few-Shot Learning | Dec 1, 2020 | Few-Shot LearningMeta-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 |
| 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 |
| 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 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | 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 |
| MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement | Oct 5, 2020 | Meta-Learning | CodeCode Available | 1 |
| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning | Sep 28, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Interventional Few-Shot Learning | Sep 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Automating Outlier Detection via Meta-Learning | Sep 22, 2020 | Anomaly DetectionAutoML | CodeCode Available | 1 |
| Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks | Sep 17, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Few-Shot Unsupervised Continual Learning through Meta-Examples | Sep 17, 2020 | ClusteringContinual Learning | CodeCode Available | 1 |
| Few-shot Learning with LSSVM Base Learner and Transductive Modules | Sep 12, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta Learning for Few-Shot One-class Classification | Sep 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Transfer Graph Neural Networks for Pandemic Forecasting | Sep 10, 2020 | Meta-LearningRepresentation Learning | CodeCode Available | 1 |
| Prototype Completion with Primitive Knowledge for Few-Shot Learning | Sep 10, 2020 | AttributeFew-Shot Learning | CodeCode Available | 1 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 10, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Grounded Language Learning Fast and Slow | Sep 3, 2020 | Grounded language learningMeta-Learning | CodeCode Available | 1 |
| Simulating Unknown Target Models for Query-Efficient Black-box Attacks | Sep 2, 2020 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Transductive Information Maximization For Few-Shot Learning | Aug 25, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| BOIL: Towards Representation Change for Few-shot Learning | Aug 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging | Aug 18, 2020 | Computed Tomography (CT)Domain Generalization | CodeCode Available | 1 |
| Offline Meta-Reinforcement Learning with Advantage Weighting | Aug 13, 2020 | Machine TranslationMeta-Learning | CodeCode Available | 1 |
| Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters | Aug 12, 2020 | AttributeDecision Making | CodeCode Available | 1 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 |
| Offline Meta Learning of Exploration | Aug 6, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Few-shot Classification via Adaptive Attention | Aug 6, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech | Aug 3, 2020 | Meta-LearningSpeech Synthesis | CodeCode Available | 1 |
| Learning to Purify Noisy Labels via Meta Soft Label Corrector | Aug 3, 2020 | Meta-Learning | CodeCode Available | 1 |
| On Modulating the Gradient for Meta-Learning | Aug 1, 2020 | Meta-Learning | CodeCode Available | 1 |
