| GSHOT: Few-shot Generative Modeling of Labeled Graphs | Jun 6, 2023 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 0 |
| On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning | Aug 8, 2022 | AutoMLMeta-Learning | CodeCode Available | 0 |
| Gradient Estimators for Implicit Models | May 19, 2017 | DiversityImage Generation | CodeCode Available | 0 |
| Been There, Done That: Meta-Learning with Episodic Recall | May 24, 2018 | Meta-Learning | CodeCode Available | 0 |
| On the adaptation of in-context learners for system identification | Dec 7, 2023 | Meta-Learning | CodeCode Available | 0 |
| Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification | Sep 10, 2022 | Few-Shot Text ClassificationMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task Complexity | Oct 10, 2024 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning | Jul 25, 2019 | DecoderDiversity | CodeCode Available | 0 |
| BayesPCN: A Continually Learnable Predictive Coding Associative Memory | May 20, 2022 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 0 |
| Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace | Jan 17, 2018 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 0 |
| Self-Distillation with Meta Learning for Knowledge Graph Completion | May 20, 2023 | Knowledge Graph CompletionMeta-Learning | CodeCode Available | 0 |
| A comparison of small sample methods for Handshape Recognition | Apr 1, 2023 | Hand Gesture RecognitionMeta-Learning | CodeCode Available | 0 |
| Addressing Catastrophic Forgetting in Few-Shot Problems | Apr 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms | Jan 30, 2019 | Meta-Learning | CodeCode Available | 0 |
| Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective | May 26, 2025 | Meta-Learning | CodeCode Available | 0 |
| Bayesian Meta Sampling for Fast Uncertainty Adaptation | May 1, 2020 | Meta-Learning | CodeCode Available | 0 |
| Meta Architecture Search | Dec 22, 2018 | Bayesian InferenceFew-Shot Learning | CodeCode Available | 0 |
| Bayesian Meta-Learning Through Variational Gaussian Processes | Oct 21, 2021 | Gaussian ProcessesMeta-Learning | CodeCode Available | 0 |
| Uncertainty-Aware Meta-Learning for Multimodal Task Distributions | Oct 4, 2022 | Bayesian InferenceFew-Shot Learning | CodeCode Available | 0 |
| A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers | Jun 4, 2019 | Decision MakingMeta-Learning | CodeCode Available | 0 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| A Closer Look at the Training Strategy for Modern Meta-Learning | Dec 1, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Self-Supervised Generalisation with Meta Auxiliary Learning | Jan 25, 2019 | Auxiliary LearningMeta-Learning | CodeCode Available | 0 |
| Meta-Learning of Structured Task Distributions in Humans and Machines | Oct 5, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Task-Embedded Control Networks for Few-Shot Imitation Learning | Oct 8, 2018 | Few-Shot Imitation LearningFew-Shot Learning | CodeCode Available | 0 |
