| Hyperparameter Importance Across Datasets | Oct 12, 2017 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 1 |
| Learning to Generalize: Meta-Learning for Domain Generalization | Oct 10, 2017 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Meta-SGD: Learning to Learn Quickly for Few-Shot Learning | Jul 31, 2017 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| Online Portfolio Selection: A Survey | Dec 10, 2012 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 |
| Imbalanced Regression Pipeline Recommendation | Jul 16, 2025 | AutoMLMeta-Learning | CodeCode Available | 0 |
| Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization? | Jul 16, 2025 | Hyperparameter OptimizationMeta-Learning | —Unverified | 0 |
| CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels | Jul 16, 2025 | Learning with noisy labelsMeta-Learning | CodeCode Available | 0 |
| Mixture of Experts in Large Language Models | Jul 15, 2025 | DiversityLanguage Modeling | —Unverified | 0 |
| Iceberg: Enhancing HLS Modeling with Synthetic Data | Jul 14, 2025 | Data AugmentationHigh-Level Synthesis | CodeCode Available | 0 |
| Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks | Jul 13, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
| The Bayesian Approach to Continual Learning: An Overview | Jul 11, 2025 | Bayesian Inferenceclass-incremental learning | —Unverified | 0 |
| A statistical physics framework for optimal learning | Jul 10, 2025 | DenoisingMeta-Learning | —Unverified | 0 |
| CHOMET: Conditional Handovers via Meta-Learning | Jul 10, 2025 | Meta-Learning | —Unverified | 0 |
| Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning | Jul 7, 2025 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Meta-Learning Transformers to Improve In-Context Generalization | Jul 7, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures | Jul 7, 2025 | 3D GenerationComputational chemistry | —Unverified | 0 |
| Automated Grading of Students' Handwritten Graphs: A Comparison of Meta-Learning and Vision-Large Language Models | Jul 3, 2025 | Meta-Learning | —Unverified | 0 |
| High-Order Deep Meta-Learning with Category-Theoretic Interpretation | Jul 3, 2025 | Meta-LearningTransfer Learning | —Unverified | 0 |
| MC-INR: Efficient Encoding of Multivariate Scientific Simulation Data using Meta-Learning and Clustered Implicit Neural Representations | Jul 3, 2025 | ClusteringMeta-Learning | —Unverified | 0 |
| Can Gradient Descent Simulate Prompting? | Jun 26, 2025 | Meta-Learning | —Unverified | 0 |
| Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager | Jun 24, 2025 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 |
| FAF: A Feature-Adaptive Framework for Few-Shot Time Series Forecasting | Jun 24, 2025 | Meta-LearningTime Series | —Unverified | 0 |
| Distributionally robust minimization in meta-learning for system identification | Jun 22, 2025 | Meta-Learning | —Unverified | 0 |
