| RAFIC: Retrieval-Augmented Few-shot Image Classification | Dec 11, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 0 |
| Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting | Jun 24, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Adversarial Meta-Learning of Gamma-Minimax Estimators That Leverage Prior Knowledge | Dec 10, 2020 | Meta-Learning | CodeCode Available | 0 |
| LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning | May 15, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| L-HYDRA: Multi-Head Physics-Informed Neural Networks | Jan 5, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms | Nov 19, 2023 | Continual LearningMeta-Learning | CodeCode Available | 0 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning | Apr 18, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 0 |
| RAMario: Experimental Approach to Reptile Algorithm -- Reinforcement Learning for Mario | May 16, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| MetaUE: Model-based Meta-learning for Underwater Image Enhancement | Mar 12, 2023 | Image EnhancementImage Restoration | CodeCode Available | 0 |
| Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks | May 30, 2019 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 |
| Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift | Jun 10, 2022 | Meta-LearningMulti-class Classification | CodeCode Available | 0 |
| Modeling Human Exploration Through Resource-Rational Reinforcement Learning | Jan 27, 2022 | Meta-Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to adapt: a meta-learning approach for speaker adaptation | Aug 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Spuriousness-Aware Meta-Learning for Learning Robust Classifiers | Jun 15, 2024 | AttributeLanguage Modelling | CodeCode Available | 0 |
| AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries | Feb 19, 2025 | Meta-Learning | CodeCode Available | 0 |
| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| A Hierarchical Bayesian Model for Deep Few-Shot Meta Learning | Jun 16, 2023 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 |
| Local Nonparametric Meta-Learning | Feb 9, 2020 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning | Apr 7, 2019 | General ClassificationMeta-Learning | CodeCode Available | 0 |
| A Greedy Approach to Adapting the Trace Parameter for Temporal Difference Learning | Jul 2, 2016 | Meta-Learningreinforcement-learning | CodeCode Available | 0 |
| Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction | Apr 8, 2025 | Link PredictionMeta-Learning | CodeCode Available | 0 |
| A Generalised Deep Meta-Learning Model for Automated Quality Control of Cardiovascular Magnetic Resonance Images | Mar 23, 2023 | Domain AdaptationImage Quality Assessment | CodeCode Available | 0 |
| Long-term Cross Adversarial Training: A Robust Meta-learning Method for Few-shot Classification Tasks | Jun 22, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning | Dec 16, 2021 | Meta-Learning | CodeCode Available | 0 |
