| Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection | Oct 25, 2019 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| Speaker Adaptive Training using Model Agnostic Meta-Learning | Oct 23, 2019 | Meta-Learningmodel | CodeCode Available | 0 |
| Bottom-Up Meta-Policy Search | Oct 22, 2019 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| No-regret Non-convex Online Meta-Learning | Oct 22, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| NormGrad: Finding the Pixels that Matter for Training | Oct 19, 2019 | Meta-Learning | —Unverified | 0 |
| Meta-learning for fast classifier adaptation to new users of Signature Verification systems | Oct 17, 2019 | Meta-Learning | CodeCode Available | 0 |
| Probabilistic Trajectory Prediction for Autonomous Vehicles with Attentive Recurrent Neural Process | Oct 17, 2019 | Autonomous VehiclesMeta-Learning | —Unverified | 0 |
| Model-Agnostic Meta-Learning using Runge-Kutta Methods | Oct 16, 2019 | Meta-Learningmodel | —Unverified | 0 |
| Transfer Learning for Algorithm Recommendation | Oct 15, 2019 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction | Oct 11, 2019 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| Learning to Remember from a Multi-Task Teacher | Oct 10, 2019 | Meta-Learning | —Unverified | 0 |
| MetaPix: Few-Shot Video Retargeting | Oct 10, 2019 | Meta-Learning | —Unverified | 0 |
| Semi Few-Shot Attribute Translation | Oct 8, 2019 | AttributeFew-Shot Learning | —Unverified | 0 |
| When Does Self-supervision Improve Few-shot Learning? | Oct 8, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Deep Energy-Based Memory Models | Oct 7, 2019 | Meta-LearningRetrieval | —Unverified | 0 |
| Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning | Oct 5, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Is Fast Adaptation All You Need? | Oct 3, 2019 | AllIncremental Learning | —Unverified | 0 |
| Adversarially Robust Few-Shot Learning: A Meta-Learning Approach | Oct 2, 2019 | ClassificationFew-Shot Image Classification | CodeCode Available | 0 |
| Meta-Learning to Detect Rare Objects | Oct 1, 2019 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning | Oct 1, 2019 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 0 |
| Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video | Oct 1, 2019 | Meta-LearningVideo Prediction | —Unverified | 0 |
| Meta-learning algorithms for Few-Shot Computer Vision | Sep 30, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Chameleon: Learning Model Initializations Across Tasks With Different Schemas | Sep 30, 2019 | Meta-Learning | CodeCode Available | 0 |
| MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning | Sep 30, 2019 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 |
