| Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction | Aug 12, 2019 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Optimizing quantum heuristics with meta-learning | Aug 8, 2019 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks | Aug 6, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Learning to Generalize to Unseen Tasks with Bilevel Optimization | Aug 5, 2019 | Bilevel OptimizationClassification | —Unverified | 0 |
| Meta-Learning Improves Lifelong Relation Extraction | Aug 1, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Few-Shot Meta-Denoising | Jul 31, 2019 | DenoisingFew-Shot Learning | —Unverified | 0 |
| MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation | Jul 31, 2019 | Evidence SelectionMeta-Learning | CodeCode Available | 0 |
| Meta Learning for Task-Driven Video Summarization | Jul 29, 2019 | Meta-LearningVideo Summarization | —Unverified | 0 |
| ROAM: Recurrently Optimizing Tracking Model | Jul 28, 2019 | Meta-Learningmodel | —Unverified | 0 |
| Uncertainty in Model-Agnostic Meta-Learning using Variational Inference | Jul 27, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning | Jul 25, 2019 | DecoderDiversity | CodeCode Available | 0 |
| Towards meta-learning for multi-target regression problems | Jul 25, 2019 | Meta-LearningMulti-target regression | —Unverified | 0 |
| Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition | Jul 22, 2019 | Action ClassificationAction Recognition | —Unverified | 0 |
| TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition | Jul 21, 2019 | Action RecognitionFew-Shot action recognition | —Unverified | 0 |
| Meta-Learning for Black-box Optimization | Jul 16, 2019 | Meta-Learning | —Unverified | 0 |
| Towards Understanding Generalization in Gradient-Based Meta-Learning | Jul 16, 2019 | Meta-Learning | —Unverified | 0 |
| Adaptive Prior Selection for Repertoire-based Online Adaptation in Robotics | Jul 16, 2019 | Meta-LearningRTE | CodeCode Available | 0 |
| Evolvability ES: Scalable and Direct Optimization of Evolvability | Jul 13, 2019 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Seeker based Adaptive Guidance via Reinforcement Meta-Learning Applied to Asteroid Close Proximity Operations | Jul 13, 2019 | Meta-Learning | —Unverified | 0 |
| A Model-based Approach for Sample-efficient Multi-task Reinforcement Learning | Jul 11, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning to learn with quantum neural networks via classical neural networks | Jul 11, 2019 | Meta-Learning | CodeCode Available | 1 |
| Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Few-Shot Representation Learning for Out-Of-Vocabulary Words | Jul 1, 2019 | Learning Word EmbeddingsMeta-Learning | CodeCode Available | 0 |
| Two-stage Optimization for Machine Learning Workflow | Jul 1, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 |
| Difficulty-aware Meta-learning for Rare Disease Diagnosis | Jun 30, 2019 | General ClassificationLesion Classification | —Unverified | 0 |
