| Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks | May 31, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Learning to Defer to a Population: A Meta-Learning Approach | Mar 5, 2024 | Meta-LearningTraffic Sign Detection | CodeCode Available | 0 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 |
| Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-Modulation | Oct 2, 2024 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Q-MAML: Quantum Model-Agnostic Meta-Learning for Variational Quantum Algorithms | Jan 10, 2025 | Meta-Learning | CodeCode Available | 0 |
| Spectral Convolutional Conditional Neural Processes | Apr 19, 2024 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks | Oct 31, 2019 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning | May 3, 2025 | AttributeFace Recognition | CodeCode Available | 0 |
| Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach | Jul 21, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Algorithm Selection on a Meta Level | Jul 20, 2021 | Ensemble LearningMeta-Learning | CodeCode Available | 0 |
| Exploring the Similarity of Representations in Model-Agnostic Meta-Learning | May 12, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Exploring the similarity of medical imaging classification problems | Jun 12, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Exploring Frequencies via Feature Mixing and Meta-Learning for Improving Adversarial Transferability | May 6, 2024 | Meta-Learning | CodeCode Available | 0 |
| The least-control principle for local learning at equilibrium | Jul 4, 2022 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 0 |
| LeMON: Learning to Learn Multi-Operator Networks | Aug 28, 2024 | Meta-LearningOperator learning | CodeCode Available | 0 |
| Meta Transferring for Deblurring | Oct 14, 2022 | DeblurringMeta-Learning | CodeCode Available | 0 |
| Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution | Feb 23, 2021 | Few-Shot LearningLearning Theory | CodeCode Available | 0 |
| MetaTroll: Few-shot Detection of State-Sponsored Trolls with Transformer Adapters | Mar 13, 2023 | Few-Shot Text ClassificationMeta-Learning | CodeCode Available | 0 |
| Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation | Jun 23, 2023 | Few-Shot Image ClassificationFew-Shot Imitation Learning | CodeCode Available | 0 |
| Query-efficient Meta Attack to Deep Neural Networks | Jun 6, 2019 | Adversarial AttackMeta-Learning | CodeCode Available | 0 |
| Inductive-Associative Meta-learning Pipeline with Human Cognitive Patterns for Unseen Drug-Target Interaction Prediction | Jan 26, 2025 | Drug DiscoveryMeta-Learning | CodeCode Available | 0 |
| Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models | Feb 3, 2025 | Few-Shot Semantic SegmentationManufacturing Quality Control | CodeCode Available | 0 |
| Learning to Segment Medical Images from Few-Shot Sparse Labels | Aug 12, 2021 | Few-Shot Semantic SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing | Feb 26, 2022 | Image-text RetrievalMeta-Learning | CodeCode Available | 0 |
| Learning to Continually Learn Rapidly from Few and Noisy Data | Mar 6, 2021 | Continual LearningMeta-Learning | CodeCode Available | 0 |
