| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence | May 27, 2019 | Meta-Learning | —Unverified | 0 |
| Unsupervised Intuitive Physics from Past Experiences | May 26, 2019 | Meta-Learning | —Unverified | 0 |
| Personalizing Dialogue Agents via Meta-Learning | May 24, 2019 | Dialogue GenerationMeta-Learning | CodeCode Available | 0 |
| Zero-shot task adaptation by homoiconic meta-mapping | May 23, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta-GNN: On Few-shot Node Classification in Graph Meta-learning | May 23, 2019 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Evaluating recommender systems for AI-driven biomedical informatics | May 22, 2019 | AI AgentBIG-bench Machine Learning | CodeCode Available | 0 |
| A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning | May 22, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Recurring Concept Meta-learning for Evolving Data Streams | May 21, 2019 | DiversityGeneral Classification | —Unverified | 0 |
| Few-Shot Adversarial Learning of Realistic Neural Talking Head Models | May 20, 2019 | Meta-LearningOne-Shot Learning | CodeCode Available | 0 |
| Alpha MAML: Adaptive Model-Agnostic Meta-Learning | May 17, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Meta Reinforcement Learning with Task Embedding and Shared Policy | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning | May 16, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Adaptive Gradient-Based Meta-Learning Methods | May 16, 2019 | Meta-Learning | —Unverified | 0 |
| Deep Knowledge Based Agent: Learning to do tasks by self-thinking about imaginary worlds | May 16, 2019 | Knowledge Base ConstructionMeta-Learning | —Unverified | 0 |
| Efficient Optimization of Loops and Limits with Randomized Telescoping Sums | May 16, 2019 | Meta-LearningVariational Inference | CodeCode Available | 0 |
| Enabling Continual Learning in Neural Networks with Meta Learning | May 16, 2019 | Continual LearningMeta-Learning | —Unverified | 0 |
| A Meta Understanding of Meta-Learning | May 16, 2019 | Data AugmentationMeta-Learning | —Unverified | 0 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 |
| LEAF: A Benchmark for Federated Settings | May 16, 2019 | Autonomous VehiclesBenchmarking | —Unverified | 0 |
| Meta-Teaching: Curriculum Generation for Lifelong Learning | May 16, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Learning to learn to communicate | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment | May 15, 2019 | General ClassificationMeta-Learning | —Unverified | 0 |
| LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning | May 15, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta reinforcement learning as task inference | May 15, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
