| Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning | Feb 23, 2021 | AttributeGeneralized Zero-Shot Learning | —Unverified | 0 |
| Identifying Physical Law of Hamiltonian Systems via Meta-Learning | Feb 23, 2021 | Meta-Learning | —Unverified | 0 |
| Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution | Feb 23, 2021 | Few-Shot LearningLearning Theory | CodeCode Available | 0 |
| Few-shot Network Anomaly Detection via Cross-network Meta-learning | Feb 22, 2021 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning | Feb 22, 2021 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Unsupervised Meta Learning for One Shot Title Compression in Voice Commerce | Feb 22, 2021 | Meta-Learning | —Unverified | 0 |
| MetaDelta: A Meta-Learning System for Few-shot Image Classification | Feb 22, 2021 | ClassificationDecoder | CodeCode Available | 1 |
| Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning | Feb 22, 2021 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning | Feb 21, 2021 | Lifelong learningManagement | —Unverified | 0 |
| Meta-Learning Dynamics Forecasting Using Task Inference | Feb 20, 2021 | Meta-Learning | CodeCode Available | 1 |
| On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning | Feb 20, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Robust and Differentially Private Mean Estimation | Feb 18, 2021 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Few-shot Conformal Prediction with Auxiliary Tasks | Feb 17, 2021 | Computational chemistryConformal Prediction | CodeCode Available | 0 |
| Group Equivariant Conditional Neural Processes | Feb 17, 2021 | Meta-LearningTranslation | —Unverified | 0 |
| Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining | Feb 16, 2021 | Audio ClassificationEvent Detection | —Unverified | 0 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
| A General Descent Aggregation Framework for Gradient-based Bi-level Optimization | Feb 16, 2021 | Meta-Learning | CodeCode Available | 1 |
| Meta Back-translation | Feb 15, 2021 | Machine TranslationMeta-Learning | —Unverified | 0 |
| Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm | Feb 15, 2021 | Meta-Learning | —Unverified | 0 |
| Multi-Objective Meta Learning | Feb 14, 2021 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| Model-Agnostic Graph Regularization for Few-Shot Learning | Feb 14, 2021 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Large-Scale Meta-Learning with Continual Trajectory Shifting | Feb 14, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning | Feb 14, 2021 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability | Feb 12, 2021 | Generalization BoundsMeta-Learning | CodeCode Available | 0 |
