| Robust Meta-Representation Learning via Global Label Inference and Classification | Dec 22, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Robust Molecular Property Prediction via Densifying Scarce Labeled Data | Jun 13, 2025 | Drug DiscoveryMeta-Learning | CodeCode Available | 0 |
| Robustness of Meta Matrix Factorization Against Strict Privacy Constraints | Jan 18, 2021 | Meta-Learning | CodeCode Available | 0 |
| Meta-learning enhanced next POI recommendation by leveraging check-ins from auxiliary cities | Aug 18, 2023 | Meta-Learning | CodeCode Available | 0 |
| Hierarchically Structured Meta-learning | May 13, 2019 | ClusteringContinual Learning | CodeCode Available | 0 |
| Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations | Apr 1, 2022 | Domain AdaptationMeta-Learning | CodeCode Available | 0 |
| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| Diverse Few-Shot Text Classification with Multiple Metrics | May 19, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning | Apr 4, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |
| Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation | Nov 1, 2020 | BIG-bench Machine LearningDomain Generalization | CodeCode Available | 0 |
| Discovering Weight Initializers with Meta Learning | May 20, 2021 | Meta-Learning | CodeCode Available | 0 |
| Boosting Lightweight Single Image Super-resolution via Joint-distillation | Oct 17, 2021 | Image Super-ResolutionMeta-Learning | CodeCode Available | 0 |
| Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories | Aug 1, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| A Scalable AutoML Approach Based on Graph Neural Networks | Oct 29, 2021 | AutoMLGraph Generation | CodeCode Available | 0 |
| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion | Sep 25, 2019 | Few-Shot LearningKnowledge Graph Completion | CodeCode Available | 0 |
| Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning | Sep 24, 2022 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| On-device Online Learning and Semantic Management of TinyML Systems | May 13, 2024 | Audio Classificationimage-classification | CodeCode Available | 0 |
| Deep Mixture of Experts via Shallow Embedding | Jun 5, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta-Learning for Effective Multi-task and Multilingual Modelling | Jan 25, 2021 | Meta-Learningnamed-entity-recognition | CodeCode Available | 0 |
| Meta-Learning for Efficient Fine-Tuning of Large Language Models | May 8, 2024 | Meta-LearningText Generation | CodeCode Available | 0 |
| Meta Learning for Efficient Fine-Tuning of Large Language Models | Jun 28, 2024 | Meta-Learning | CodeCode Available | 0 |
| TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning | Apr 11, 2019 | AttributeFew-Shot Learning | CodeCode Available | 0 |
| Meta-learning for fast classifier adaptation to new users of Signature Verification systems | Oct 17, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing | Apr 10, 2021 | Dependency ParsingFew-Shot Learning | CodeCode Available | 0 |
