| Uncertainty-Aware Meta-Learning for Multimodal Task Distributions | Oct 4, 2022 | Bayesian InferenceFew-Shot Learning | CodeCode Available | 0 |
| Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems | Oct 3, 2022 | Bilevel Optimizationimage-classification | —Unverified | 0 |
| Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation | Oct 3, 2022 | Computational EfficiencyContinual Learning | —Unverified | 0 |
| PersA-FL: Personalized Asynchronous Federated Learning | Oct 3, 2022 | Federated LearningMeta-Learning | —Unverified | 0 |
| On Stability and Generalization of Bilevel Optimization Problem | Oct 3, 2022 | Bilevel OptimizationMeta-Learning | —Unverified | 0 |
| Meta-Learning Priors for Safe Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction | Oct 1, 2022 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 0 |
| Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes | Oct 1, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification | Oct 1, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 |
| Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification | Oct 1, 2022 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction | Oct 1, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? | Oct 1, 2022 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases | Oct 1, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning | Oct 1, 2022 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression | Oct 1, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 0 |
| Beyond Bayes-optimality: meta-learning what you know you don't know | Sep 30, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| The Curse of Unrolling: Rate of Differentiating Through Optimization | Sep 27, 2022 | Dataset DistillationHyperparameter Optimization | —Unverified | 0 |
| Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning | Sep 27, 2022 | ClusteringDiversity | CodeCode Available | 0 |
| TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding | Sep 26, 2022 | Data AugmentationDiversity | —Unverified | 0 |
| Meta-Learning a Cross-lingual Manifold for Semantic Parsing | Sep 26, 2022 | Cross-Lingual TransferMachine Translation | CodeCode Available | 0 |
| Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning | Sep 24, 2022 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression | Sep 24, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Defending against Poisoning Backdoor Attacks on Federated Meta-learning | Sep 23, 2022 | Federated LearningMeta-Learning | —Unverified | 0 |
| Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning | Sep 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| MetaPrompting: Learning to Learn Better Prompts | Sep 23, 2022 | Meta-Learning | CodeCode Available | 1 |
