| MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning | Jul 5, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Neural Interactive Collaborative Filtering | Jul 4, 2020 | Collaborative FilteringMeta-Learning | CodeCode Available | 1 |
| Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains | Jul 4, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes | Jul 2, 2020 | Meta-LearningThompson Sampling | CodeCode Available | 1 |
| On the Outsized Importance of Learning Rates in Local Update Methods | Jul 2, 2020 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning | Jul 1, 2020 | Meta-LearningSpeech-to-Text | —Unverified | 0 |
| End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning | Jul 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Meta-Reinforced Multi-Domain State Generator for Dialogue Systems | Jul 1, 2020 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment | Jul 1, 2020 | Dialog LearningGoal-Oriented Dialog | —Unverified | 0 |
| Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering | Jul 1, 2020 | Domain AdaptationLogical Reasoning | —Unverified | 0 |
| Hypernymy Detection for Low-Resource Languages via Meta Learning | Jul 1, 2020 | Lexical EntailmentMeta-Learning | —Unverified | 0 |
| Uniform Priors for Data-Efficient Transfer | Jun 30, 2020 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Few-Shot Microscopy Image Cell Segmentation | Jun 29, 2020 | Cell SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Universal linguistic inductive biases via meta-learning | Jun 29, 2020 | Language AcquisitionMeta-Learning | CodeCode Available | 1 |
| Laplacian Regularized Few-Shot Learning | Jun 29, 2020 | ClusteringFew-Shot Image Classification | CodeCode Available | 1 |
| Robustifying Sequential Neural Processes | Jun 29, 2020 | Meta-LearningTransfer Learning | —Unverified | 0 |
| On the Iteration Complexity of Hypergradient Computation | Jun 29, 2020 | Computational EfficiencyHyperparameter Optimization | CodeCode Available | 1 |
| Laplacian Regularized Few-Shot Learning | Jun 28, 2020 | ClusteringFew-Shot Image Classification | CodeCode Available | 1 |
| Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy | Jun 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Global Convergence and Generalization Bound of Gradient-Based Meta-Learning with Deep Neural Nets | Jun 25, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 2 |
| A Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 |
| Set Based Stochastic Subsampling | Jun 25, 2020 | feature selectionimage-classification | —Unverified | 0 |
| AReLU: Attention-based Rectified Linear Unit | Jun 24, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 |
| On the Global Optimality of Model-Agnostic Meta-Learning | Jun 23, 2020 | Bilevel OptimizationMeta-Learning | —Unverified | 0 |
| Graph Prototypical Networks for Few-shot Learning on Attributed Networks | Jun 23, 2020 | ClassificationDrug Discovery | CodeCode Available | 1 |
