| Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity | Oct 23, 2022 | Bilevel OptimizationHyperparameter Optimization | —Unverified | 0 |
| Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders | Oct 23, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks | Oct 22, 2022 | Few-Shot Text ClassificationMeta-Learning | —Unverified | 0 |
| Deep domain adaptation for polyphonic melody extraction | Oct 22, 2022 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| MetaASSIST: Robust Dialogue State Tracking with Meta Learning | Oct 22, 2022 | Dialogue State TrackingMeta-Learning | CodeCode Available | 0 |
| Low-Resource Multilingual and Zero-Shot Multispeaker TTS | Oct 21, 2022 | Meta-Learningtext-to-speech | —Unverified | 0 |
| Boosting Natural Language Generation from Instructions with Meta-Learning | Oct 20, 2022 | Meta-LearningText Generation | —Unverified | 0 |
| Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Transferable Adversarial Robust Representations via Multi-view Consistency | Oct 19, 2022 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Few-Shot Learning of Compact Models via Task-Specific Meta Distillation | Oct 18, 2022 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs | Oct 16, 2022 | Knowledge GraphsMeta-Learning | —Unverified | 0 |
| Neural Routing in Meta Learning | Oct 14, 2022 | Meta-Learning | CodeCode Available | 0 |
| Meta Transferring for Deblurring | Oct 14, 2022 | DeblurringMeta-Learning | CodeCode Available | 0 |
| Multi-Task Meta Learning: learn how to adapt to unseen tasks | Oct 13, 2022 | Depth EstimationEdge Detection | CodeCode Available | 0 |
| Improving the Reliability for Confidence Estimation | Oct 13, 2022 | Depth Estimationimage-classification | —Unverified | 0 |
| Meta-learning Based Short-Term Passenger Flow Prediction for Newly-Operated Urban Rail Transit Stations | Oct 13, 2022 | ManagementMeta-Learning | —Unverified | 0 |
| Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets | Oct 13, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness | Oct 12, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| A Unified Framework with Meta-dropout for Few-shot Learning | Oct 12, 2022 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification | Oct 12, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning | Oct 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Multi-Modal Fusion by Meta-Initialization | Oct 10, 2022 | Few-Shot Learningimage-classification | CodeCode Available | 0 |
| Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality | Oct 7, 2022 | Meta-LearningMultimodal Sentiment Analysis | —Unverified | 0 |
| Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components | Oct 7, 2022 | Meta-LearningRecommendation Systems | —Unverified | 0 |
| Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps | Oct 7, 2022 | Few-Shot LearningLinear evaluation | —Unverified | 0 |
