| Meta-learners' learning dynamics are unlike learners' | May 3, 2019 | Meta-LearningMulti-Armed Bandits | —Unverified | 0 |
| Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification | May 1, 2019 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift | May 1, 2019 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| Learning to Learn with Conditional Class Dependencies | May 1, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Amortized Bayesian Meta-Learning | May 1, 2019 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Transferring SLU Models in Novel Domains | May 1, 2019 | Intent RecognitionMeta-Learning | —Unverified | 0 |
| Guided Evolutionary Strategies: Escaping the curse of dimensionality in random search | May 1, 2019 | Meta-LearningReinforcement Learning | —Unverified | 0 |
| Meta-Learning to Guide Segmentation | May 1, 2019 | Meta-LearningSegmentation | —Unverified | 0 |
| Modulating transfer between tasks in gradient-based meta-learning | May 1, 2019 | DiversityInductive Bias | —Unverified | 0 |
| Sample-efficient policy learning in multi-agent Reinforcement Learning via meta-learning | May 1, 2019 | Meta-LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning Unsupervised Learning Rules | May 1, 2019 | Meta-Learning | —Unverified | 0 |
| MahiNet: A Neural Network for Many-Class Few-Shot Learning with Class Hierarchy | May 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Learning a Meta-Solver for Syntax-Guided Program Synthesis | May 1, 2019 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Projective Subspace Networks For Few-Shot Learning | May 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Learning from Noisy Demonstration Sets via Meta-Learned Suitability Assessor | May 1, 2019 | Imitation LearningMeta-Learning | —Unverified | 0 |
| Learning to Reinforcement Learn by Imitation | May 1, 2019 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Learning Meta Model for Zero- and Few-shot Face Anti-spoofing | Apr 29, 2019 | Face Anti-SpoofingFace Recognition | —Unverified | 0 |
| Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings | Apr 25, 2019 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 1 |
| META-Learning State-based Eligibility Traces for More Sample-Efficient Policy Evaluation | Apr 25, 2019 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Hierarchical Meta Learning | Apr 19, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes | Apr 19, 2019 | Meta-Learningregression | —Unverified | 0 |
| An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning | Apr 17, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Online Adaptation through Meta-Learning for Stereo Depth Estimation | Apr 17, 2019 | Depth EstimationMeta-Learning | —Unverified | 0 |
| ACE: Adapting to Changing Environments for Semantic Segmentation | Apr 12, 2019 | Meta-LearningSemantic Segmentation | —Unverified | 0 |
| TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning | Apr 11, 2019 | AttributeFew-Shot Learning | CodeCode Available | 0 |
