| An Investigation of the Bias-Variance Tradeoff in Meta-Gradients | Sep 22, 2022 | Meta-LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition | Sep 21, 2022 | Action RecognitionMeta-Learning | —Unverified | 0 |
| On the Convergence Theory of Meta Reinforcement Learning with Personalized Policies | Sep 21, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| MAC: A Meta-Learning Approach for Feature Learning and Recombination | Sep 20, 2022 | Meta-Learning | —Unverified | 0 |
| Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning | Sep 19, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta-Reinforcement Learning for Adaptive Control of Second Order Systems | Sep 19, 2022 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach | Sep 19, 2022 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 |
| Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer | Sep 19, 2022 | Fake News DetectionLanguage Modelling | CodeCode Available | 1 |
| Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning | Sep 19, 2022 | Meta-Learning | CodeCode Available | 1 |
| MetaDIP: Accelerating Deep Image Prior with Meta Learning | Sep 18, 2022 | DenoisingMeta-Learning | —Unverified | 0 |
| Learning to Weight Samples for Dynamic Early-exiting Networks | Sep 17, 2022 | Meta-Learning | CodeCode Available | 1 |
| MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning | Sep 16, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| SQ-Swin: a Pretrained Siamese Quadratic Swin Transformer for Lettuce Browning Prediction | Sep 16, 2022 | Deep LearningMeta-Learning | —Unverified | 0 |
| FRANS: Automatic Feature Extraction for Time Series Forecasting | Sep 15, 2022 | Dimensionality ReductionMeta-Learning | —Unverified | 0 |
| Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-Learning | Sep 14, 2022 | Graph Neural NetworkMeta-Learning | CodeCode Available | 0 |
| Decoupled Pronunciation and Prosody Modeling in Meta-Learning-Based Multilingual Speech Synthesis | Sep 14, 2022 | DecoderMeta-Learning | —Unverified | 0 |
| Classical Sequence Match is a Competitive Few-Shot One-Class Learner | Sep 14, 2022 | Meta-Learning | CodeCode Available | 0 |
| Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization | Sep 13, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Federated Meta-Learning for Traffic Steering in O-RAN | Sep 13, 2022 | ManagementMeta-Learning | —Unverified | 0 |
| Style Variable and Irrelevant Learning for Generalizable Person Re-identification | Sep 12, 2022 | DiversityDomain Generalization | CodeCode Available | 0 |
| Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation | Sep 12, 2022 | Continual LearningData Augmentation | —Unverified | 0 |
| Learning domain-specific causal discovery from time series | Sep 12, 2022 | Causal DiscoveryMeta-Learning | —Unverified | 0 |
| Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification | Sep 10, 2022 | Few-Shot Text ClassificationMeta-Learning | CodeCode Available | 0 |
| Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath | Sep 9, 2022 | Link PredictionMeta-Learning | —Unverified | 0 |
| A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface | Sep 7, 2022 | Brain Computer InterfaceEmotion Recognition | —Unverified | 0 |
