| Learning New Tasks from a Few Examples with Soft-Label Prototypes | Oct 31, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| TIDE: Test Time Few Shot Object Detection | Nov 30, 2023 | Data AugmentationFew-Shot Object Detection | CodeCode Available | 0 |
| Learning Low-Dimensional Embeddings for Black-Box Optimization | May 2, 2025 | Meta-Learning | CodeCode Available | 0 |
| Evaluating recommender systems for AI-driven biomedical informatics | May 22, 2019 | AI AgentBIG-bench Machine Learning | CodeCode Available | 0 |
| Manifold meta-learning for reduced-complexity neural system identification | Apr 16, 2025 | Meta-Learning | CodeCode Available | 0 |
| Learning Invariances for Policy Generalization | Sep 7, 2018 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Adversarial Attacks on Graph Neural Networks via Meta Learning | Feb 22, 2019 | General ClassificationMeta-Learning | CodeCode Available | 0 |
| Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning | Mar 3, 2022 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 0 |
| MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation | May 3, 2025 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| An Investigation of the Bias-Variance Tradeoff in Meta-Gradients | Sep 22, 2022 | Meta-LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| MARS: Meta-Learning as Score Matching in the Function Space | Oct 24, 2022 | Meta-Learning | CodeCode Available | 0 |
| Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning | May 22, 2023 | Continual LearningMeta-Learning | CodeCode Available | 0 |
| Learning How to Demodulate from Few Pilots via Meta-Learning | Mar 6, 2019 | Meta-Learning | CodeCode Available | 0 |
| Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization | Feb 1, 2023 | Generalized Zero-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization | Dec 24, 2024 | DenoisingDomain Generalization | CodeCode Available | 0 |
| MATE: Plugging in Model Awareness to Task Embedding for Meta Learning | Dec 1, 2020 | feature selectionFew-Shot Learning | CodeCode Available | 0 |
| A Stylometric Inquiry into Hyperpartisan and Fake News | Feb 18, 2017 | ArticlesAuthorship Verification | CodeCode Available | 0 |
| Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace | Oct 17, 2024 | Meta-Learning | CodeCode Available | 0 |
| Structured Prediction for Conditional Meta-Learning | Feb 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction | Jan 24, 2019 | Meta-LearningPrediction | CodeCode Available | 0 |
| Recurrent machines for likelihood-free inference | Nov 30, 2018 | Meta-Learning | CodeCode Available | 0 |
| Mixup-Augmented Meta-Learning for Sample-Efficient Fine-Tuning of Protein Simulators | Aug 29, 2023 | Meta-Learning | CodeCode Available | 0 |
| Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction | Oct 1, 2022 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 0 |
| Stateless Neural Meta-Learning using Second-Order Gradients | Apr 21, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination | Jan 10, 2025 | DiversityImitation Learning | CodeCode Available | 0 |
