| Learning to Learn Semantic Factors in Heterogeneous Image Classification | Jun 1, 2021 | Bilevel OptimizationClassification | —Unverified | 0 |
| Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement (Meta-learning : Classifying Messages into Unseen Emotional Categories) | Jun 1, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Variance-reduced First-order Meta-learning for Natural Language Processing Tasks | Jun 1, 2021 | dialog state trackingFew-Shot Text Classification | —Unverified | 0 |
| Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent | May 31, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning | May 28, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Short-Term Stock Price-Trend Prediction Using Meta-Learning | May 28, 2021 | Meta-LearningPrediction | —Unverified | 0 |
| Multiple Domain Experts Collaborative Learning: Multi-Source Domain Generalization For Person Re-Identification | May 26, 2021 | Domain GeneralizationMeta-Learning | —Unverified | 0 |
| Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images | May 25, 2021 | Few-Shot LearningInductive Bias | —Unverified | 0 |
| Learning Generative Prior with Latent Space Sparsity Constraints | May 25, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Federated Meta Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things Underwater Acoustic Communications | May 24, 2021 | ARCFederated Learning | —Unverified | 0 |
| Auxiliary learning induced graph convolutional networks | May 21, 2021 | Auxiliary LearningClassification | —Unverified | 0 |
| Meta Reinforcement Learning for Fast Adaptation of Hierarchical Policies | May 21, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Fast Training Method for Stochastic Compositional Optimization Problems | May 21, 2021 | Additive modelsMeta-Learning | —Unverified | 0 |
| Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks | May 21, 2021 | DiversityMeta-Learning | —Unverified | 0 |
| Meta Learning the Step Size in Policy Gradient Methods | May 20, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection | May 20, 2021 | DiversityEvent Detection | —Unverified | 0 |
| Discovering Weight Initializers with Meta Learning | May 20, 2021 | Meta-Learning | CodeCode Available | 0 |
| Fast and Slow Learning of Recurrent Independent Mechanisms | May 18, 2021 | Meta-Learning | —Unverified | 0 |
| Exploiting Adapters for Cross-lingual Low-resource Speech Recognition | May 18, 2021 | Cross-Lingual ASRGeneral Knowledge | CodeCode Available | 0 |
| Sample Efficient Linear Meta-Learning by Alternating Minimization | May 18, 2021 | Meta-Learning | —Unverified | 0 |
| DRILL: Dynamic Representations for Imbalanced Lifelong Learning | May 18, 2021 | Continual LearningLifelong learning | CodeCode Available | 0 |
| HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities | May 17, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Deep Metric Learning for Few-Shot Image Classification: A Review of Recent Developments | May 17, 2021 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Meta Auxiliary Learning for Facial Action Unit Detection | May 14, 2021 | Action Unit DetectionAuxiliary Learning | —Unverified | 0 |
| Meta-Inductive Node Classification across Graphs | May 14, 2021 | ClassificationGeneral Knowledge | —Unverified | 0 |
