| On sensitivity of meta-learning to support data | Oct 26, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-learning with an Adaptive Task Scheduler | Oct 26, 2021 | Drug DiscoveryMeta-Learning | CodeCode Available | 1 |
| Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware | Oct 26, 2021 | Few-Shot LearningMalware Detection | —Unverified | 0 |
| Meta-Learning for Multi-Label Few-Shot Classification | Oct 26, 2021 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Simultaneous Perturbation Method for Multi-Task Weight Optimization in One-Shot Meta-Learning | Oct 25, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark | Oct 24, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 |
| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Oct 23, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| MIGS: Meta Image Generation from Scene Graphs | Oct 22, 2021 | DiversityImage Generation | CodeCode Available | 0 |
| On Hard Episodes in Meta-Learning | Oct 21, 2021 | Meta-Learning | —Unverified | 0 |
| Bayesian Meta-Learning Through Variational Gaussian Processes | Oct 21, 2021 | Gaussian ProcessesMeta-Learning | CodeCode Available | 0 |
| Contextual Gradient Scaling for Few-Shot Learning | Oct 20, 2021 | Cross-Domain Few-ShotFew-Shot Learning | CodeCode Available | 0 |
| On Label-Efficient Computer Vision: Building Fast and Effective Few-Shot Image Classifiers | Oct 19, 2021 | Active LearningContinual Learning | —Unverified | 0 |
| Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins! | Oct 19, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Bayesian Active Meta-Learning for Black-Box Optimization | Oct 19, 2021 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Learning Prototype-oriented Set Representations for Meta-Learning | Oct 18, 2021 | Meta-Learning | —Unverified | 0 |
| Learning to Learn a Cold-start Sequential Recommender | Oct 18, 2021 | Meta-LearningSequential Recommendation | —Unverified | 0 |
| Provable Hierarchy-Based Meta-Reinforcement Learning | Oct 18, 2021 | DiversityHierarchical Reinforcement Learning | —Unverified | 0 |
| Exploiting Domain-Specific Features to Enhance Domain Generalization | Oct 18, 2021 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Boosting Lightweight Single Image Super-resolution via Joint-distillation | Oct 17, 2021 | Image Super-ResolutionMeta-Learning | CodeCode Available | 0 |
| Meta-Learning with Adjoint Methods | Oct 16, 2021 | Meta-Learning | —Unverified | 0 |
| HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression | Oct 16, 2021 | Few-Shot LearningKnowledge Distillation | CodeCode Available | 0 |
| Multilingual Speech Recognition using Knowledge Transfer across Learning Processes | Oct 15, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Meta-learning via Language Model In-context Tuning | Oct 15, 2021 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| On the Convergence Theory for Hessian-Free Bilevel Algorithms | Oct 13, 2021 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling | Oct 13, 2021 | ManagementMeta-Learning | —Unverified | 0 |
