| Meta-Learning Dynamics Forecasting Using Task Inference | Feb 20, 2021 | Meta-Learning | CodeCode Available | 1 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
| A General Descent Aggregation Framework for Gradient-based Bi-level Optimization | Feb 16, 2021 | Meta-Learning | CodeCode Available | 1 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network | Feb 9, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta Discovery: Learning to Discover Novel Classes given Very Limited Data | Feb 8, 2021 | ClusteringMeta-Learning | CodeCode Available | 1 |
| Federated Reconstruction: Partially Local Federated Learning | Feb 5, 2021 | Collaborative FilteringFederated Learning | CodeCode Available | 1 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Generalising via Meta-Examples for Continual Learning in the Wild | Jan 28, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 |
| Multilingual and cross-lingual document classification: A meta-learning approach | Jan 27, 2021 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Meta Adversarial Training against Universal Patches | Jan 27, 2021 | Autonomous Drivingimage-classification | CodeCode Available | 1 |
| Few-Shot Semantic Parsing for New Predicates | Jan 26, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms | Jan 26, 2021 | counterfactualMeta-Learning | CodeCode Available | 1 |
| Few-shot Action Recognition with Prototype-centered Attentive Learning | Jan 20, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Few Shot Dialogue State Tracking using Meta-learning | Jan 17, 2021 | ChatbotDialogue State Tracking | CodeCode Available | 1 |
| The Gaussian Neural Process | Jan 10, 2021 | Meta-LearningTranslation | CodeCode Available | 1 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition | Jan 8, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Few-Shot Learning with Class Imbalance | Jan 7, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control | Jan 4, 2021 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning | Jan 1, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning | Jan 1, 2021 | Meta-LearningUnsupervised Few-Shot Image Classification | CodeCode Available | 1 |
