| Universal linguistic inductive biases via meta-learning | Jun 29, 2020 | Language AcquisitionMeta-Learning | CodeCode Available | 1 |
| Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy | Jun 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Laplacian Regularized Few-Shot Learning | Jun 28, 2020 | ClusteringFew-Shot Image Classification | CodeCode Available | 1 |
| A Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 |
| AReLU: Attention-based Rectified Linear Unit | Jun 24, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 |
| Graph Prototypical Networks for Few-shot Learning on Attributed Networks | Jun 23, 2020 | ClassificationDrug Discovery | CodeCode Available | 1 |
| Learning with AMIGo: Adversarially Motivated Intrinsic Goals | Jun 22, 2020 | Meta-LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Self-Supervised Prototypical Transfer Learning for Few-Shot Classification | Jun 19, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 |
| Self-supervised Knowledge Distillation for Few-shot Learning | Jun 17, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| MetaSDF: Meta-learning Signed Distance Functions | Jun 17, 2020 | DecoderMeta-Learning | CodeCode Available | 1 |
| Personalized Federated Learning with Moreau Envelopes | Jun 16, 2020 | DiversityFederated Learning | CodeCode Available | 1 |
| Flexible Dataset Distillation: Learn Labels Instead of Images | Jun 15, 2020 | Dataset DistillationData Summarization | CodeCode Available | 1 |
| Graph Meta Learning via Local Subgraphs | Jun 14, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures | Jun 13, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 |
| Personalized Image Aesthetics Assessment via Meta-Learning With Bilevel Gradient Optimization | Jun 11, 2020 | Aesthetics Quality AssessmentMeta-Learning | CodeCode Available | 1 |
| MC-BERT: Efficient Language Pre-Training via a Meta Controller | Jun 10, 2020 | Binary ClassificationCloze Test | CodeCode Available | 1 |
| Learning to Stop While Learning to Predict | Jun 9, 2020 | Meta-Learning | CodeCode Available | 1 |
| Adaptive Subspaces for Few-Shot Learning | Jun 1, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Training Noise-Robust Deep Neural Networks via Meta-Learning | Jun 1, 2020 | Meta-Learning | CodeCode Available | 1 |
| How to Retrain Recommender System? A Sequential Meta-Learning Method | May 27, 2020 | Meta-LearningRecommendation Systems | CodeCode Available | 1 |
| Few-Shot Open-Set Recognition using Meta-Learning | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Analysis of the Adaptation Speed of Causal Models | May 18, 2020 | Meta-LearningStochastic Optimization | CodeCode Available | 1 |
