| Set-based Meta-Interpolation for Few-Task Meta-Learning | May 20, 2022 | Bilevel Optimizationimage-classification | —Unverified | 0 |
| Persian Natural Language Inference: A Meta-learning approach | May 18, 2022 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 0 |
| Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling | May 18, 2022 | Action Unit DetectionEmotion Recognition | —Unverified | 0 |
| Meta-Learning Sparse Compression Networks | May 18, 2022 | Meta-Learning | —Unverified | 0 |
| Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks | May 15, 2022 | Adversarial AttackDomain Adaptation | —Unverified | 0 |
| A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities | May 13, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Neural-Fly Enables Rapid Learning for Agile Flight in Strong Winds | May 13, 2022 | Meta-Learning | CodeCode Available | 2 |
| Meta Balanced Network for Fair Face Recognition | May 13, 2022 | Face RecognitionMeta-Learning | —Unverified | 0 |
| Warm-starting DARTS using meta-learning | May 12, 2022 | AutoMLMeta-Learning | —Unverified | 0 |
| Multi-Environment Meta-Learning in Stochastic Linear Bandits | May 12, 2022 | Meta-Learning | —Unverified | 0 |
| Feature Extractor Stacking for Cross-domain Few-shot Learning | May 12, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Improved Meta Learning for Low Resource Speech Recognition | May 11, 2022 | Meta-Learningspeech-recognition | —Unverified | 0 |
| Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting | May 10, 2022 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction | May 5, 2022 | Bilevel OptimizationDrug Discovery | CodeCode Available | 1 |
| Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus | May 3, 2022 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Meta Learning for Natural Language Processing: A Survey | May 3, 2022 | Meta-LearningSurvey | —Unverified | 0 |
| On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification | May 2, 2022 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data | May 1, 2022 | ClassificationMeta-Learning | —Unverified | 0 |
| Learn to Adapt for Generalized Zero-Shot Text Classification | May 1, 2022 | ClassificationGeneralized Zero-Shot Learning | CodeCode Available | 1 |
| Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation | May 1, 2022 | Abstractive Text SummarizationCross-Lingual Transfer | —Unverified | 0 |
| CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost | May 1, 2022 | Meta-Learning | —Unverified | 0 |
| Self-Programming Artificial Intelligence Using Code-Generating Language Models | Apr 30, 2022 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Fast and Scalable Human Pose Estimation using mmWave Point Cloud | Apr 29, 2022 | Meta-LearningPose Estimation | —Unverified | 0 |
| Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection | Apr 27, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
